Paper Citation Record · LEDGER

EXAdam: The Power of Adaptive Cross-Moments

As of 18 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2412.20302.

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

pith.paper-citation-record.v1
2412.20302 v2

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:29:16.991566Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T22:10:49.683444Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy9
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d611ce62-62b2-447a-945a-c5d03f4e7c70 · outbound

This paper cites Kingma and Jimmy Ba.

EXAdam: The Power of Adaptive Cross-Moments Kingma and Jimmy Ba

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.888429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d12b21-3a93-4bdd-a55e-b8ce03845fef · outbound

This paper cites The cifar-10 dataset, 2014.

EXAdam: The Power of Adaptive Cross-Moments The cifar-10 dataset, 2014

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:29:17.292387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c98b85db-3176-4374-b9ce-1da4ba5d5fe5 · outbound

This paper cites Wilson, Rebecca Roelofs, Mitchell Stern, Nathan Srebro, and Benjamin Recht.

EXAdam: The Power of Adaptive Cross-Moments Wilson, Rebecca Roelofs, Mitchell Stern, Nathan Srebro, and Benjamin Recht

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:29:17.277659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9de60b19-dc8f-4dc3-a85b-b420e1bcd918 · outbound

This paper cites On large-batch training for deep learning: Generalization gap and sharp minima, 2017.

EXAdam: The Power of Adaptive Cross-Moments On large-batch training for deep learning: Generalization gap and sharp minima, 2017

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.904558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5bff45f-74a6-44d6-b30f-a0bb6329f9d0 · outbound

This paper cites Sharp minima can generalize for deep nets, 2017.

EXAdam: The Power of Adaptive Cross-Moments Sharp minima can generalize for deep nets, 2017

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.909718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cbae452-ef88-4758-bcf8-e2c0084c8e57 · outbound

This paper cites an unresolved cited work.

EXAdam: The Power of Adaptive Cross-Moments Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:29:17.240618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 30f0cddb-09fb-4144-bd8f-07f58221155b · outbound

This paper cites Dahl, and Geoffrey E.

EXAdam: The Power of Adaptive Cross-Moments Dahl, and Geoffrey E

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:29:17.225549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 40448947-d9e6-44fc-bf8e-b531f893ad7a · outbound

This paper cites On the momentum term in gradient descent learning algorithms.

EXAdam: The Power of Adaptive Cross-Moments On the momentum term in gradient descent learning algorithms

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:29:17.210087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ae48589-efdb-4a37-b204-6f4267cc1d06 · outbound

This paper cites An overview of gradient descent optimization algorithms.

EXAdam: The Power of Adaptive Cross-Moments An overview of gradient descent optimization algorithms

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.930323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2b96db-49ff-4635-852e-5a49b0c61bf1 · outbound

This paper cites Why momentum really works.

EXAdam: The Power of Adaptive Cross-Moments Why momentum really works

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:29:17.194184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1d795d97-8256-4787-95b8-042423234d0d · outbound

This paper cites Lecture 6.5-rmsprop: Divide the gradient by a running average of its recent magnitude.

EXAdam: The Power of Adaptive Cross-Moments Lecture 6.5-rmsprop: Divide the gradient by a running average of its recent magnitude

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:29:17.178757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fa8194f0-b3f7-494a-a913-82a3dc8759fa · outbound

This paper cites On the Convergence of Adam and Beyond.

EXAdam: The Power of Adaptive Cross-Moments On the Convergence of Adam and Beyond

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.944786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72bf50db-1a8b-4014-8be3-a3112de8cef2 · outbound

This paper cites Decoupled weight decay regularization, 2019.

EXAdam: The Power of Adaptive Cross-Moments Decoupled weight decay regularization, 2019

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.950275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be649e6c-5c14-49cf-8532-a017143e370c · outbound

This paper cites Adaptive Gradient Methods with Dynamic Bound of Learning Rate.

EXAdam: The Power of Adaptive Cross-Moments Adaptive Gradient Methods with Dynamic Bound of Learning Rate

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.954633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a956e9b-7855-4ed6-bfbc-53ce0570b3fa · outbound

This paper cites Pytorch: An imperative style, high-performance deep learning library, 2019.

EXAdam: The Power of Adaptive Cross-Moments Pytorch: An imperative style, high-performance deep learning library, 2019

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.960128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e17ca55c-0051-49c5-aa33-e2ff8eda9358 · outbound

This paper cites an unresolved cited work.

EXAdam: The Power of Adaptive Cross-Moments Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.965483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b20bb09-113b-4fb0-be34-bece224f23e3 · outbound

This paper cites Improving language understanding by generative pre-training.

EXAdam: The Power of Adaptive Cross-Moments Improving language understanding by generative pre-training

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.969810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 813d0758-0b9d-4feb-b213-c0c8a900d2f2 · outbound

This paper cites Gomez, Lukasz Kaiser, and Illia Polosukhin.

EXAdam: The Power of Adaptive Cross-Moments Gomez, Lukasz Kaiser, and Illia Polosukhin

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.974229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f677cce4-95bb-4f8d-b373-2ae51add92d5 · outbound

This paper cites Adafactor: Adaptive learning rates with sublinear memory cost, 2018.

EXAdam: The Power of Adaptive Cross-Moments Adafactor: Adaptive learning rates with sublinear memory cost, 2018

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:29:17.115437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f602f037-a511-40b3-997d-e7c066e893c6 · outbound

This paper cites The ademamix optimizer: Better, faster, older, 2024.

EXAdam: The Power of Adaptive Cross-Moments The ademamix optimizer: Better, faster, older, 2024

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T23:29:16.982871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e65f853c-7016-4b34-94e1-332c95a288f0 · outbound

This paper cites signsgd: Compressed optimisation for non-convex problems, 2018.

EXAdam: The Power of Adaptive Cross-Moments signsgd: Compressed optimisation for non-convex problems, 2018

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:29:17.091573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 66f07678-69b8-41b3-8fab-a0ceca6adc6b · outbound

This paper cites Deconstructing what makes a good optimizer for language models, 2024.

EXAdam: The Power of Adaptive Cross-Moments Deconstructing what makes a good optimizer for language models, 2024

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:29:17.076050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation f7b01b4a-81e4-4909-800b-2b2cc7ee8afa · inbound

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers cites this paper.

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers EXAdam: The Power of Adaptive Cross-Moments

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T22:10:49.683444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.