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Paper Citation Record · LEDGER

VALG: An Agentic System for ML Theory Research

As of 16 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2608.13060.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.13060 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:44:15.134570Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

80 of 80 outbound references displayed

  • verified exact1
  • verified fuzzy39
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74f6ed6f-2ce5-4f52-ac62-bdc3d7a469b5 · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:16.054942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.859975Z digest=sha256:6ec0c9aa8897ffa27802b53a568dd35f0cf2dec7796e79550503c217a6b69248

Observation 2d1ee00d-fe61-4c4c-9628-694e5751f264 · outbound

This paper cites Pacific Journal of Mathematics , volume =.

VALG: An Agentic System for ML Theory Research Pacific Journal of Mathematics , volume =

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:16.045168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.864175Z digest=sha256:e4a6d9fde990620d02bef4f4ff8a69cc541abe16aa975fab4871d9429231599a

Observation 65d0f87d-0c94-4601-bea3-f3e0964ae36d · outbound

This paper cites Communications of the ACM , volume =.

VALG: An Agentic System for ML Theory Research Communications of the ACM , volume =

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:16.034798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.867653Z digest=sha256:9551852a4f58029984723ef0e5b7a285317343262d5c305a155e740849afc889

Observation 2ff23b64-aa22-4258-92c4-c7427d1665e5 · outbound

This paper cites Information and Computation , volume =.

VALG: An Agentic System for ML Theory Research Information and Computation , volume =

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:16.024267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.871186Z digest=sha256:7d872e7ea5a92d4e2a1cca185d90443774d878302eba2448e875ebdf711695ce

Observation b1b68a5b-baad-443d-91be-1d45a325baa2 · outbound

This paper cites Information and Control , volume =.

VALG: An Agentic System for ML Theory Research Information and Control , volume =

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:16.014236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.874727Z digest=sha256:65aa8964e3cfaf7fcf40ed93865c4a969e734486613b2d6a05b724c55437fdf4

Observation 5e14aaed-f186-427e-9c11-184d11d1124e · outbound

This paper cites an unresolved cited work.

VALG: An Agentic System for ML Theory Research Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.878106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.878106Z digest=sha256:2b599cd98617479fc7ecab8e129addafd981cc28e44f404c08056539f89e57ea

Observation 35651fdb-79c3-4ec6-863f-28ac66b256d6 · outbound

This paper cites 2014 , doi =.

VALG: An Agentic System for ML Theory Research 2014 , doi =

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.997861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.881664Z digest=sha256:89343b8c53563669a1cd0511c4aeabb14403fcb41b0ddc60eb9a9c20c568c6f8

Observation 24331e6d-5184-468d-9010-4842b20406e8 · outbound

This paper cites 2019 , doi =.

VALG: An Agentic System for ML Theory Research 2019 , doi =

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.987418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.885289Z digest=sha256:54aa8212e3fbed6061dee32355d3a8f1b10e1392b10e4b31889f45bae6a41eaf

Observation 1790a9a4-aa87-4063-8ddb-141c92b891c5 · outbound

This paper cites 2023 , url =.

VALG: An Agentic System for ML Theory Research 2023 , url =

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.888746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.888746Z digest=sha256:d8ec8759586e69f559105a78920750ffc0cb579f30ab0c27a6a002855040360b

Observation 736d915a-ab95-468d-b503-eeb6c6aa910e · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

VALG: An Agentic System for ML Theory Research Advances in Neural Information Processing Systems , volume =

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.892476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.892476Z digest=sha256:0067fe87a8e769cb2e7fe9f0543e448a2839a7fa20dd57f69bb264d6312bbea1

Observation efb28a63-83c6-448f-b2d1-5e0a1a575cd5 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

VALG: An Agentic System for ML Theory Research Advances in Neural Information Processing Systems , volume =

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.895909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.895909Z digest=sha256:4cb825028dbf9ca84ba2f150080e6ede1f69323dac41cb1da921cdbedfff426b

Observation b82aede0-5f6d-4c8f-9f18-decca60c9fb0 · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

VALG: An Agentic System for ML Theory Research The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.899177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.899177Z digest=sha256:593aad7fd70b292048567af16c9a06266a1b2d2a46df4410a2f5b39642d7b785

Observation 8b3c7715-9582-4fc0-b908-a4f0648ef4ae · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

VALG: An Agentic System for ML Theory Research Agent Laboratory: Using LLM Agents as Research Assistants

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.903220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.903220Z digest=sha256:f66ab6b83ceb93a6599d07948a7eeb83c862229a737ca62a3f15efdb047a2c9b

Observation 9da4a479-313f-4e71-b737-2c4226bb97ad · outbound

This paper cites Accelerating Scientific Discovery with.

VALG: An Agentic System for ML Theory Research Accelerating Scientific Discovery with

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.960811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.906889Z digest=sha256:f514c1eee62e324e6b717f889c5df262c247441e50e2454c0ed2881fb5a83487

Observation 4f0fc178-9d5c-4096-9224-1b83e2470f95 · outbound

This paper cites MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation.

VALG: An Agentic System for ML Theory Research MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.910309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.910309Z digest=sha256:9fab9d596ebd27a9af8e275a776751fa065e4f08f0fff7d2ceae2cdb6960eea3

Observation 0f0a4b76-6793-4299-ba7f-c48c9ab9fa8a · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

VALG: An Agentic System for ML Theory Research MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.914103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.914103Z digest=sha256:2bb5c275eca4f46de507f7b161346be57b1f52a4247e844eb1fd8e70a1cb241d

Observation b631cdce-8a01-4068-a59f-eb8bc494689e · outbound

This paper cites RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts.

VALG: An Agentic System for ML Theory Research RE-Bench: Evaluating frontier AI R&D capabilities of language model agents against human experts

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.918108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.918108Z digest=sha256:80362cef657dcd23ea80e4a790f93e9a39f6acc412b4257be8f37f9d9065ecf9

Observation 8c9be865-1226-4ad5-8cea-f631e07755db · outbound

This paper cites CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark.

VALG: An Agentic System for ML Theory Research CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.922125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.922125Z digest=sha256:b2ae58514ee01355fd4a72f0010e86f7cc82cb9d5f48e090c131051d68a26e71

Observation 5c7dcfa0-fd5d-4670-90d6-e1366d2b8fe1 · outbound

This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.

VALG: An Agentic System for ML Theory Research PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.925882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.925882Z digest=sha256:52ec603c67af6cc52abb1675f8798f621622f5ec1ae2ec9fb846a30b0c7c6676

Observation b0c83d6f-9d4e-42f0-b034-c9b12ae9e9aa · outbound

This paper cites and Burns, Benjamin and Adu-Ampratwum, Daniel and Huang, Xuhui and Ning, Xia and Gao, Song and Su, Yu and Sun, Huan , booktitle =.

VALG: An Agentic System for ML Theory Research and Burns, Benjamin and Adu-Ampratwum, Daniel and Huang, Xuhui and Ning, Xia and Gao, Song and Su, Yu and Sun, Huan , booktitle =

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.951584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.929336Z digest=sha256:498e2cb569362d18d4b9a7db83ba78f97f23b510465a7f81cb7fd093764fcfa0

Observation e60e0089-8df0-43ad-863a-7cda5881c61b · outbound

This paper cites and Gu, Alex and Chalamala, Rahul and Song, Peiyang and Yu, Shixing and Godil, Saad and Prenger, Ryan and Anandkumar, Anima , booktitle =.

VALG: An Agentic System for ML Theory Research and Gu, Alex and Chalamala, Rahul and Song, Peiyang and Yu, Shixing and Godil, Saad and Prenger, Ryan and Anandkumar, Anima , booktitle =

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.942065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.932625Z digest=sha256:5505deaa972d4afcbe3cc902c592e4a5bad213cdba518308c7fd62828101c435

Observation 38d96188-d898-4d45-9572-b93cfcb17c1f · outbound

This paper cites OpenProver: Agentic and Interactive Theorem Proving with Lean 4.

VALG: An Agentic System for ML Theory Research OpenProver: Agentic and Interactive Theorem Proving with Lean 4

Reference 22

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:44:15.542442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.936019Z digest=sha256:074c022e3455afb243ae7ee4ccc37c01172632aec0f727f8d931d13119006baa

Observation 60a14c3e-ec20-4cc1-ac12-b8924815bd87 · outbound

This paper cites OProver: A Unified Framework for Agentic Formal Theorem Proving.

VALG: An Agentic System for ML Theory Research OProver: A Unified Framework for Agentic Formal Theorem Proving

Reference 23

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:44:15.528954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.939933Z digest=sha256:1861a8975160491f2f84b0ece3031362acabd8ea5353c809228f438a47f829a9

Observation 6f77fe4b-c87e-4a2a-9c4c-d2febf9cc16c · outbound

This paper cites 2601.14027 , archiveprefix =.

VALG: An Agentic System for ML Theory Research 2601.14027 , archiveprefix =

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.943332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.943332Z digest=sha256:400cb7c8674baecbdc1d6a37135b6defc46506ad010bc8caedab2c95d97c0d2f

Observation c112ff2c-620c-450f-83b2-747a1d48cb2e · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.932491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.946541Z digest=sha256:c225f8d15c7357597a4723b7723fe603281471a96fd75126db08ead3142601f8

Observation 43bcde6c-90a3-4e8c-95b2-0c46ca010832 · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.923159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.949764Z digest=sha256:2854c5beae3335193e4e4e0d15c7a7b8b00e3c290c9c176587386d91e76761fc

Observation 05103b5d-e7de-4f44-bad1-55a06eb4e7bf · outbound

This paper cites QED: An Open-Source Multi-Agent System for Generating Mathematical Proofs on Open Problems.

VALG: An Agentic System for ML Theory Research QED: An Open-Source Multi-Agent System for Generating Mathematical Proofs on Open Problems

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.952936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.952936Z digest=sha256:69d54b4b75fcf962a10f3f9e1da4d711dca706c6a89765849ec474df3baff438

Observation 9b133fd4-7783-4a61-ab48-d7660fbee2bc · outbound

This paper cites 2026 , url =.

VALG: An Agentic System for ML Theory Research 2026 , url =

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.913220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.956524Z digest=sha256:6826af01a8292b5c5834e52cacf0c2b612dd83e574b2232eda9df6ac9110cf5c

Observation d3c8b3dc-0fd0-4568-a2e1-19ed2cc63316 · outbound

This paper cites AI co-mathematician: Accelerating mathematicians with agentic AI.

VALG: An Agentic System for ML Theory Research AI co-mathematician: Accelerating mathematicians with agentic AI

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:14.959675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:14.959675Z digest=sha256:139d84a0f3859d6bd0f197951b3ba6750f0af75ad9c70b688757a448bcbcce4d

Observation bafe24b3-9733-42cb-b7f1-aa15798c5a91 · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.903357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.963032Z digest=sha256:65d14bfb7154237216f8c6d5282f2686a04655b0711d01d6fe6ea53db6485e3b

Observation b988f381-1f17-4518-a6dc-735ebf6befef · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.891941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.966569Z digest=sha256:ed6bd7526567ea962a91a23bd6b5f19b2c3d9dd123784152f7db4c84aaa642d8

Observation cd8b0fb0-1aab-421e-a7bf-ebaeb557ae2a · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

VALG: An Agentic System for ML Theory Research Advances in Neural Information Processing Systems , volume =

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.881045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.969705Z digest=sha256:08249fe8cd471423cb264b44b611998f8476f0bd54f35f385ca2f1ac0b7ffce1

Observation e3d427de-e990-4fb4-ae1f-af019b2a1fca · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , pages =.

VALG: An Agentic System for ML Theory Research Proceedings of the 42nd International Conference on Machine Learning , pages =

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.869824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.972892Z digest=sha256:84ff67d83848189d58946eb6f95d4e165db3a393060ecc19dc923bef236bad63

Observation 22986918-5704-440a-8373-4fea9e5ba497 · outbound

This paper cites Orthogonalized.

VALG: An Agentic System for ML Theory Research Orthogonalized

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.857686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.977282Z digest=sha256:d5d7efc70bd5880795411c09f6de8aa37c2cda89a88b6af3d0ed61dc408fbe10

Observation e4c0fe2c-329b-4113-ae6f-9f8a4e527343 · outbound

This paper cites Approximate is Good Enough: Probabilistic Variants of Dimensional and Margin Complexity.

VALG: An Agentic System for ML Theory Research Approximate is Good Enough: Probabilistic Variants of Dimensional and Margin Complexity

Reference 35

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:44:15.438629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.980455Z digest=sha256:2ec397f83713db24dcfdbfe222f6690699aaa8ee6155e80906ec9f4468178de7

Observation 7e3961ae-127a-45db-8fa8-cc43fd0002b6 · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.847480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.984334Z digest=sha256:e983513127fff168009c6be7147ff62dec2de7c7be91ba560be613a216870162

Observation 9b77cfe1-d772-413e-8f1f-35185610e4c6 · outbound

This paper cites Invited Open Problem: Online Optimization of Piecewise-.

VALG: An Agentic System for ML Theory Research Invited Open Problem: Online Optimization of Piecewise-

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.837489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.987494Z digest=sha256:7f4a5d54d9de1f3ffe7a33bd3d51c3155b0236274722a025815b9513f82f820d

Observation 270ed6b0-17af-482d-8989-9d673f48cbd0 · outbound

This paper cites Invited Open Problem: Does Differential Privacy Make.

VALG: An Agentic System for ML Theory Research Invited Open Problem: Does Differential Privacy Make

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.826615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.990718Z digest=sha256:82829fa6e7d45714384c1e45d82ac349eb3ffd981ba565a712ada81468e6a882

Observation 93d84522-a367-4389-81a9-bedcefe648f7 · outbound

This paper cites Open Problem: How Much Overparametrization Is Needed for.

VALG: An Agentic System for ML Theory Research Open Problem: How Much Overparametrization Is Needed for

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.815738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.994073Z digest=sha256:cba5f341e6e80f5cc7d2a9c369e98c4f13bc6c067a9293696e004b6cc12be74c

Observation d63f9fb1-8189-4b6d-8501-858858ba05e8 · outbound

This paper cites Proceedings of the Thirty-Ninth Conference on Learning Theory , pages =.

VALG: An Agentic System for ML Theory Research Proceedings of the Thirty-Ninth Conference on Learning Theory , pages =

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.804167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:14.997327Z digest=sha256:0067aaf8003bf814957a7e9b34e46bcf5db137caaa33db9824e82851700bf453

Observation 6d52fc5c-7511-4ccd-9e84-96220256fe2a · outbound

This paper cites Proceedings of the Thirty-Ninth Conference on Learning Theory , pages =.

VALG: An Agentic System for ML Theory Research Proceedings of the Thirty-Ninth Conference on Learning Theory , pages =

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.792623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.000414Z digest=sha256:9f031876c14942ff18d3a7ff641b44f39c55bb40648f801443de1d36ccfeefe7

Observation 3a79f372-d45e-4af2-82e4-c3f629ce0f24 · outbound

This paper cites Journal of Machine Learning Research , volume=.

VALG: An Agentic System for ML Theory Research Journal of Machine Learning Research , volume=

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.003855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.003855Z digest=sha256:bf5b1f46faea4bd8a8c6913c1df162ef126a7ca743857f8d9a73cd08b725c723

Observation 52e6f317-6d52-488f-82c5-d5c74da3504d · outbound

This paper cites Journal of Privacy and Confidentiality , volume=.

VALG: An Agentic System for ML Theory Research Journal of Privacy and Confidentiality , volume=

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.007146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.007146Z digest=sha256:c2a202e9a68e8b2a03a2cbb9cc64f3e6ea4933ccf8020a4ed19b0070194963df

Observation d923b5f3-870e-4838-a6fb-772c33438852 · outbound

This paper cites Machine learning , volume=.

VALG: An Agentic System for ML Theory Research Machine learning , volume=

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.010673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.010673Z digest=sha256:255cc259a95e7f2e57eda8c3edc00b0689bf7526f4f8d578c152bcd8f6bb7335

Observation 7d597466-f10b-460b-ad4a-6ce1179c2dad · outbound

This paper cites Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing , pages=.

VALG: An Agentic System for ML Theory Research Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing , pages=

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.765267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.014124Z digest=sha256:06a6ace42169f6aeff5edc63233466fe96756742a3265dd62f8dfcd34ed0d6e6

Observation 711bcf19-35f3-4c84-b965-2105ad5e6736 · outbound

This paper cites 2025 , eprint =.

VALG: An Agentic System for ML Theory Research 2025 , eprint =

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.755358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.017713Z digest=sha256:bfdc77d6cd00b89f7d8c80f7914c2abb6f73f7a464ddb77cdc1fbc4f917737f4

Observation 1aaf2b48-881b-432c-9c15-4a8627343aa6 · outbound

This paper cites 2025 , eprint =.

VALG: An Agentic System for ML Theory Research 2025 , eprint =

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.746042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.022042Z digest=sha256:b2fcfdef11679be613796496a2a2bbfd2b6bd2e9191cef4500ee933041581cda

Observation 8a21f092-edd5-4617-a507-3b70a6c890f0 · outbound

This paper cites SIAM Journal on Matrix Analysis and Applications , volume =.

VALG: An Agentic System for ML Theory Research SIAM Journal on Matrix Analysis and Applications , volume =

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.736389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.025425Z digest=sha256:1cb1a7a0a259aefe7b05d3be577c4b30219c1e5eadd3b9a4964a6ebbc09601c0

Observation 4890cd26-96da-4e8e-a405-362ed221ae3a · outbound

This paper cites Advancing Mathematics by Guiding Human Intuition with.

VALG: An Agentic System for ML Theory Research Advancing Mathematics by Guiding Human Intuition with

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.028722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.028722Z digest=sha256:7841710d12c28bbde7c9e0a98209f9ea45aaf8bc733b2b9b12d0dc3da1890620

Observation 59aba96b-8264-4afd-ab91-f0f53ff78fb8 · outbound

This paper cites Nature , volume =.

VALG: An Agentic System for ML Theory Research Nature , volume =

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.720101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.032226Z digest=sha256:6cba73d296378ec75107a8b4d254e1d1edc3be5dd5c7f687e56ba9c25a530961

Observation 17c89eb7-4dde-47df-8f70-245b9034fa1c · outbound

This paper cites Nature , volume =.

VALG: An Agentic System for ML Theory Research Nature , volume =

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.035538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.035538Z digest=sha256:6a57ee4863f59ee276edbf887fbf0c1eef8a99a685ccdc98b233e5b06300ca0c

Observation 269f9736-dabf-40da-aa04-d2e6f1ebfb7a · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

VALG: An Agentic System for ML Theory Research AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.038834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.038834Z digest=sha256:e0c99478af15655fbce1dd21ae66dc2818992fe23ad471283b351ce32ab7643a

Observation c398b46a-bd25-4487-8d82-84993d59ac2d · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.704385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.042410Z digest=sha256:13cd9c22c8c41dfd02f433fec28a86921dad27635aeb5d4287fe693e85997a2e

Observation d0ae6d17-049f-4831-bd87-728585889ce6 · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.695283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.045720Z digest=sha256:3fb94570591b70a1f11ee15391c0feee559e01f865daf88dbf405518a2d85511

Observation 752d9503-5e18-440f-a53e-6b45cc8842d5 · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.685373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.048966Z digest=sha256:563f5d5dc56d546a717b6a2f57c96bf7e25b579a07bd975860962174b881ef09

Observation 03e186dd-b43f-4a5c-9bf9-4f1188c65da0 · outbound

This paper cites RMA: an Agentic System for Research-Level Mathematical Problems.

VALG: An Agentic System for ML Theory Research RMA: an Agentic System for Research-Level Mathematical Problems

Reference 56

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:44:15.414988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.052307Z digest=sha256:f8b0fac9b6f551c0a2f3b758f8af2b7c9272ddf04aa3ee9a7a356e935e37bf72

Observation ccee2fd9-d689-429b-8ec8-fb51b1dc2623 · outbound

This paper cites MechMath Agent Team: LLM Driven Agents for Mathematical Research.

VALG: An Agentic System for ML Theory Research MechMath Agent Team: LLM Driven Agents for Mathematical Research

Reference 57

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:44:15.401423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.055979Z digest=sha256:01020ed51d923572d39a513b1e3bba8b42b96f19634b98c4874537547079038d

Observation 06231029-2dfd-465e-aae1-01960a0e76ba · outbound

This paper cites ReasFlow: Assisting Reasoning-Centric Scientific Discovery in Applied Mathematics via a Knowledge-Based Multi-Agent System.

VALG: An Agentic System for ML Theory Research ReasFlow: Assisting Reasoning-Centric Scientific Discovery in Applied Mathematics via a Knowledge-Based Multi-Agent System

Reference 58

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:44:15.388124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.059561Z digest=sha256:41c271fa6bb977d54c7a55497ed189bcf5932c64079696ca275cb409d8f61e9f

Observation c5b28dba-fb60-4179-88ee-d66e806b427d · outbound

This paper cites HyperTree Proof Search for Neural Theorem Proving.

VALG: An Agentic System for ML Theory Research HyperTree Proof Search for Neural Theorem Proving

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.063070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.063070Z digest=sha256:6316b9f148b2010f791e702c3e0e456f241fccc487706292e0f1596f82cd6fc2

Observation 0c8fe9f8-37ae-4800-aa4f-2daf498f9789 · outbound

This paper cites An In-Context Learning Agent for Formal Theorem-Proving.

VALG: An Agentic System for ML Theory Research An In-Context Learning Agent for Formal Theorem-Proving

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.066582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.066582Z digest=sha256:3f025763c5682ac0cfb34a205a2dd81b0fdafd76406300915ad08acfa43d1e5a

Observation 5cdbe9e5-b79d-4417-98d3-1c412a75b217 · outbound

This paper cites DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data.

VALG: An Agentic System for ML Theory Research DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.069977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.069977Z digest=sha256:73c6b1775c7dca3bb251270c22951f8fed16bedb57bf5b9cd14172cd18a7445a

Observation 5419c06b-35a0-4715-b635-e1edaa21f5fb · outbound

This paper cites DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition.

VALG: An Agentic System for ML Theory Research DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.073575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.073575Z digest=sha256:1f56f046d52b006ff4d2807de6d8b54174215f0acda752969ec10c6308d3eed2

Observation 8d9d11dd-c115-46c0-8653-3caf17093215 · outbound

This paper cites Lean-STaR: Learning to Interleave Thinking and Proving.

VALG: An Agentic System for ML Theory Research Lean-STaR: Learning to Interleave Thinking and Proving

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.077328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.077328Z digest=sha256:de0b70b556d238824f677a7d43537454fd7256286e456349b88d8b09fcb2957c

Observation 7f37d418-d502-4678-b1ad-d2769e9cf9be · outbound

This paper cites LEGO-Prover: Neural Theorem Proving with Growing Libraries.

VALG: An Agentic System for ML Theory Research LEGO-Prover: Neural Theorem Proving with Growing Libraries

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.080870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.080870Z digest=sha256:54e98dfcd85800d2d70e38f90b61844fe7fdd75e366951e56ce6a27fc78603e7

Observation 0e09eb0e-5bad-4e6d-9968-4d6878dcd1ab · outbound

This paper cites DreamProver: Evolving Transferable Lemma Libraries via a Wake-Sleep Theorem-Proving Agent.

VALG: An Agentic System for ML Theory Research DreamProver: Evolving Transferable Lemma Libraries via a Wake-Sleep Theorem-Proving Agent

Reference 65

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:44:15.321088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.084183Z digest=sha256:04e06086ccced7919bfaab9d4d1ebb75e872ac717d0e734bc0fca6bfa4094b25

Observation b9690b2b-5191-4e21-abd3-37da046a7d80 · outbound

This paper cites Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4.

VALG: An Agentic System for ML Theory Research Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4

Reference 66

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:44:15.307671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.087900Z digest=sha256:48810af31fdc64c2a3ed340e651625e5fc9d033fa35ded2e7f8fcb30049cec87

Observation dfa940dc-4471-4a9b-a5dd-7643396799f5 · outbound

This paper cites 2022 , eprint =.

VALG: An Agentic System for ML Theory Research 2022 , eprint =

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.675756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.091351Z digest=sha256:e6f976a6850876426de69775db94ec73138d2e4aa41cc89c5530a0eb34fc70bb

Observation 839f34fb-8ed7-4d2a-9470-dfba3daf1ac2 · outbound

This paper cites ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics.

VALG: An Agentic System for ML Theory Research ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.094714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.094714Z digest=sha256:5807ac1f000af681d49db7644d17040ac517dca6813c16ec901820d4838293b6

Observation 449387b5-819b-4b77-a3a3-ac6aee427f68 · outbound

This paper cites 2023 , eprint =.

VALG: An Agentic System for ML Theory Research 2023 , eprint =

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.666006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.098288Z digest=sha256:dd1b1c42817b853423d14bb78e0504845aa3c560ae7037b52dc875841607653c

Observation 7c570024-a33a-40b6-ac1c-12542dc0264e · outbound

This paper cites 2025 , eprint =.

VALG: An Agentic System for ML Theory Research 2025 , eprint =

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.655441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.101741Z digest=sha256:71fcebc33f4b6a09d43664aa5dd2cd9a6e45cdf060f3716223566504bdbf000b

Observation 85c9f94e-d882-410c-8a5c-fc4e86979224 · outbound

This paper cites 2510.15981 , archiveprefix =.

VALG: An Agentic System for ML Theory Research 2510.15981 , archiveprefix =

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.105324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.105324Z digest=sha256:e249e7a0ee31237dd82bd755bb541835a81ef279a514d9e6cb4d81c7c9bebbb6

Observation 91873441-a008-428e-8d29-e57c3b71093e · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.645159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.108375Z digest=sha256:7c2dbad41502314ff00078585d6d145d7229f363c92ed6d49b4afeffe971e327

Observation abcf1ac9-50f2-4476-8f0a-fe9d185a9e38 · outbound

This paper cites FormalRx: Rectify and eXamine Semantic Failures in Autoformalization.

VALG: An Agentic System for ML Theory Research FormalRx: Rectify and eXamine Semantic Failures in Autoformalization

Reference 73

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:44:15.211758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.111653Z digest=sha256:4820481e91ca94c96c75d7761805ee5d5c25567d79e2d28d58e2a3dc1684f29b

Observation dd843cbe-b7ab-4cd0-9a57-31f934a6a5a2 · outbound

This paper cites 2026 , eprint =.

VALG: An Agentic System for ML Theory Research 2026 , eprint =

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.635353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.114997Z digest=sha256:c007feeeab6a8171affb909541302abf6f54450fa1e3fb27bdb6a13b39968088

Observation d928b619-98fa-4a31-b224-bd3d3edc1afa · outbound

This paper cites MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics.

VALG: An Agentic System for ML Theory Research MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.118013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.118013Z digest=sha256:325a6bf9741bf9487d80f288e68ef61ad6bb1a686cc0b32b0055cc376c495420

Observation 83a3bcfe-8ead-41cb-a159-3028af171169 · outbound

This paper cites 2024 , eprint =.

VALG: An Agentic System for ML Theory Research 2024 , eprint =

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.625653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.121372Z digest=sha256:31870d6592aa275f0bab798d433f5f0a8c53906e631ceba9086812db9e7f12a0

Observation b22cd5d1-a1e5-4339-9d38-b884e47da934 · outbound

This paper cites ResearchMath-14K: Scaling Research-Level Mathematics via Agents.

VALG: An Agentic System for ML Theory Research ResearchMath-14K: Scaling Research-Level Mathematics via Agents

Reference 77

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T17:44:15.188015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.124416Z digest=sha256:cc23dbeb96a464c96d0da9437f9336d386e58a33b5df7aeabe09cbe71aacff77

Observation 858f1dda-145d-4e0a-a9cb-4ca8508e3bda · outbound

This paper cites AI4SLT: Empirical Processes in Lean 4 for Formal Statistical Learning Theory.

VALG: An Agentic System for ML Theory Research AI4SLT: Empirical Processes in Lean 4 for Formal Statistical Learning Theory

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.127718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.127718Z digest=sha256:8557215a1523d5959d589d2c0e8d182cb3dea59dae164f71087d1c9c22c1e0fa

Observation edc6d211-2db4-42d5-ae7e-ac567c3dab03 · outbound

This paper cites LeanMarathon: Toward Reliable AI Co-Mathematicians through Long-Horizon Lean Autoformalization.

VALG: An Agentic System for ML Theory Research LeanMarathon: Toward Reliable AI Co-Mathematicians through Long-Horizon Lean Autoformalization

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-15T17:44:15.131397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:44:15.131397Z digest=sha256:7cc5b9ef2f367ef8065c30ed9bfd698d2831c0bf2829d490091673f4470a873e

Observation 88959538-c24b-4e55-9521-0a1a9aee6b43 · outbound

This paper cites Proceedings of the 58th Annual ACM Symposium on Theory of Computing , pages=.

VALG: An Agentic System for ML Theory Research Proceedings of the 58th Annual ACM Symposium on Theory of Computing , pages=

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T17:44:15.615622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-08-15T17:44:15.134570Z digest=sha256:1f3a383b9f112d49c350009b03326450c89a106afc2a91e66e38abd9c5424862

Pith citing papers

No inbound Pith citation observations are available.