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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:d6778bcb1a4d2be8d5c9619d11ad416210cbfa89d20d811fe88f52f5caebcdc5

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=sha256:502b13767d7fa3334e0742cef1c01b30fbbfcf7c033743790a4a5e4f1735376a

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=sha256:90151f59c4258dcd36943c9c5ea69293dd868dcd4fe601a8da444e9cdb09bcc3

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=sha256:1d0dde49b2aa8fda1db6dd0f840e73f1227930b086870fb8899b4b1550a83225

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:d5a23942fe10f8ae0bf28d31c62b9782da2b9b183652d48de61d9f623281f1b5

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=sha256:56cc37037880b626501b39f42e4254d9dd4fc1d1fcb46cc4c51c56c7618b77ea

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=sha256:2473b958e5b3b3ba3609e6282bfde088a8e01d1286b6afef786ea2ab6f637a66

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:c81cb7dae1d9fcd6ade6da5c6be38d74a71b681b8cad0d76dfad52a65faa90f1

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:e2f43e40b21ecc89ef4d5a741757ddb16d464b8f589e7e5f53d6fd59ccfa222c

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=sha256:4c66340830e4aea94033ff7a32e5cec0651806e8fd05c425bde5a314368e231e

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:fa0aa72f0fa8f2f3f66b97ac25ca679abc8cfc8e78b2dcdf49bdbf8d2ac71803

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=sha256:1ed5a5f28cd3bfb28be2dc4bfebe8e87896dab02c0749734f6dd64444e09292d

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=sha256:18c855bb636f71b111e4d5cf2df883701a6586620677cd2ce2b55e8e963b75f5

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=sha256:819c5419499f9796f77329b49a605f0718c870b11443e7b723e3622a79039b88

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=sha256:07cd94155cdf028ee326ee511e5509fe829252e246a1c87cbe4f0a40fb267a62

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=sha256:1aaff7e996d64df5afc379b6093f1f9c45b922d921936f7c3957c3a0881749d7

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=sha256:50821ff9b70dc1b133b0c04378d4b6850dc45fbd93d443033a71f71338ba55f6

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=sha256:9d9a6193c4deec907ce76fe16a324262cd9ad280560a50da4242ae80b7e0c798

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=sha256:0fadce14a92b97ef79bcfd7a09260736c9a8052ba304b874db579a2e63817ccc

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=sha256:954c8a77757ed733ad6dc8c8c006b95015b393db7a708995178f019d8ac1ba4f

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=sha256:4e88570a23250495d71e28a7f6de1f7db2af57a72379707926d63fcb0c7feb40

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=sha256:22ec3fa7434e592ba06d6d882d3f2c1c8b374da73ba2e486b90091d0fdfc3d44

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:a531318245a13202075f8bf3a8b24549f14a7bc4ab2b5c8cc7be24ee8c259702

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:d2a0f02129a61f3bcc3f01a05e68e416cf0b6683923a102e210f9b8feb4a45fc

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=sha256:40d62975addda155fa7d743dd847668aa939a6e735cf0607a922ddce4cc589e3

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=sha256:0b12499fb46b328efb38f2dcf9ee14522cad79b71dfd3ae91d5ed883f792a393

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=sha256:1614b2c5b070857af4dcb6e493b3334600713bfc84f1dd5c10a884796d614274

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=sha256:8baa592f9752f47592d5dea83e00c927d5f657498dafb4300fb29f71042a4e87

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=sha256:0df2e66f2e84711712b875ebd236a571c7b44c6393f9b69017a8dfa533983389

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=sha256:264272aef7743d6d6d21a08c80e6b98d1dd1039945ed73b5c1d80f3174e6d8dd

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=sha256:629c877c0bcabd3d8073da5fe38c98be466fc30ea07882e529fb540cc5a1b13f

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=sha256:9c1fa8246faec1e686504060cc7bad327316ed42ed8c1e1120170ec1e703b096

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=sha256:1fdbe0844ce1f340918f76e363b0aed5afb9151771151b277ff9b45491352eb3

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=sha256:2e95dd5951cec0250ddbc8379b9e72a9b79eff8394b35a731cf4c7e028857316

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=sha256:7f87d54b0c9b6816646e168f8a2a5b5e530d66f8c2ae29cb077e220e2a4e2887

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:ce9bb64021275315c694e6f47d9f7321b4e436eefceaa6022a6c72c811d18015

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=sha256:160598020b52e1539da72fedae15cafede9cae800facf58ee75c665aa2d7830d

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=sha256:40ec156b23992739ce7792aa97afa38ad1af623c549f8e9c102f21c460ea08b0

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:f7ff34928ad1ad0bd7c865f8f4c507cd613dad207a01ad29cf73b96a49179103

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=sha256:81df95ed6c802aceafe938385a479c961d25cc1118a0fec9faf6724e058eaff9

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:ad542bd0187190f18874611081214bf365160a0ec31ed55867e9fb0992f8838f

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:e9315479ecdcedba05340b58be06106f483dee1dad202a9df7700d03543d547a

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:a4f9f09a948345fce6b39750562ee1f7a175d6a40d029a5220c9c4e80b4e987e

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:a4fb073158ac46fcc1f966e76b5dc99d34203ac635fad54f9bf9882790ca7e37

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=sha256:4b3c9746e946498df12727fcfccf39f85e5b4bbc8c423f045ad4fae4a41ae43c

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=sha256:4daf9fe293d8e1b3205ed34ad7e2fb2723483b200d1d864c36425a567b3991a5

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=sha256:99602515e7621df6bf87b647871fdd18e0067d80db0cf579e4e9d0084a85168b

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=sha256:401b08ccee495c8ef1a7a598b052850e82eb5658331f65e39138423ef47e1ccf

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:f80b19a24daca685048c7f108859fb267ae5aaede2117932c0111de22b86a336

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=sha256:2fc5c707d0890a91067f1f6097269cd96f38759e6f9d7a11f1936ea2ac7bc47a

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=sha256:96ec8233b6affd81e1c16bf996873d114647e0def71197bcf45526718876e97b

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:f3dd9cceea2ee4ce89373bdd25e883961fa80c39866edb91350ee363c801c61c

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=sha256:5b98ebd8d13ea160f794288fd568bc95603b20d1e1b241a9cbda6c046e7f26e4

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:d14028067e45cbc7773ce91f10564ef81f136132e84d963cb47cbf3be1e7a035

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:c61a3294cdf6acbe58a0e1c61fa5ce04c35785cb6fbff44e379224e84fc6531c

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:a919d92836cd85d6e5396810ea8fb1474f553db18bc6649b5ceb1d34a749830a

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=sha256:6fc2db039c8c8d9a485133ef4bcd207d15aef01133a3357b449de8821716e324

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=sha256:9453ec7fec0e3a1d53096ce76e54a5e151a34c7153a483c80b3aadf746a3342e

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=sha256:6849096951831b852870d92f64df3a55b7564cdbbb540cd530ead0afdd0b96ae

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:c5572acb3d911240748060e67fa524c319cf77dcb1ea68fe87d2890b9fbc53e9

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:cb43195f29d6487a00410e10af93e5fb918e5d356bb903344b34709d4188227f

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=sha256:0061a0162343067cfe9ada69e0060d06274c112188d9c722d968e2bc2e341e92

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=sha256:5beefad6421013640e8fb151290e2379de01a405077cf08e08c37be23988ebc1

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:c04cd97f6d982856cea9eecccdf70ec82c8736d00c7add777e1653f70141b442

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=sha256:3e7d0c96aa4dcdcd98a935b5bedc8b56b4f74acf428adde320a49be412b95aae

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=sha256:191b56c784481a3869b05ab11a4dfc383770c283e6e99d9638f1f26e0755f118

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=sha256:68726ef04d2126155db1ba17f0a747c5944149692a6ad50b8870fa68e523d94f

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=sha256:402085b9eea2e3f921b7ee9285aa7f1eafabb797a1e77bbea1887040fb82dba1

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=sha256:241bb33531a50e2cd17a9d228464cd802739e0b1107f2ed5545ac4b6797c352b

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=sha256:918c7d34a9055e9bdb1e3915ae79acdfc7b22c02b118abbdf98e0007c6bc6556

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=sha256:45eb8249d15fc77c82119f08618ab231229c2bce45d19c3c635523f39fc6d9e2

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=sha256:18b7d5accdb4d16519092193ed1d3b18defc46dee248152225ed3f41174c6191

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:db54738fa341453fbf2c9bdd8d887aefc10a6e6a3ffae20a834d5e31b360a43b

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:f3431bf0a9272f772a6f6f3aeb20e16f17562d13038b5b6562a66d1b294d81c2

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:eb6ada47fab3e77f94b6e1ca272bbf878d11b033f30a1636223f87980ea77897

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=sha256:09cb398ebfbde4d2abc0b1b4f109091e51d7fb209d2a9622f50243c60dd42871

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=sha256:74a9af75474a666837215baa2120084deb36e93e5b095af631bb18441d56ef82

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=sha256:36090f88a6165a689a46a2cbcf99401c615b090fa58d5d6828c31f4c2f68207a

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=sha256:82aeead0159ffbdd73525cd8135ce2ec50b36fb3fd3436706704310bad511115

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:efceb3fe5602d6e580e4368da5154376703827af09618c13147f16c43d3a2dcd

Pith citing papers

No inbound Pith citation observations are available.