Paper Citation Record · LEDGER

Taking the Road Less Scheduled with Adaptive Polyak Steps

As of 3 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 1 inbound Pith citation observation for arXiv:2511.07767.

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

pith.paper-citation-record.v1
2511.07767 v2

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T23:17:34.914457Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T08:04:06.432613Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

10 of 10 outbound references displayed

verified exact4
verified fuzzy3
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0cb2a3a8-a1f6-4130-a392-df937fbdb7af · outbound

This paper cites Analysis of Schedule-Free Nonconvex Optimization.

Taking the Road Less Scheduled with Adaptive Polyak Steps Analysis of Schedule-Free Nonconvex Optimization

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:20:27.670616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 40131a86-20e5-4a41-9aeb-9c4b91d16687 · outbound

This paper cites Optimal Linear Decay Learning Rate Schedules and Further Refinements.

Taking the Road Less Scheduled with Adaptive Polyak Steps Optimal Linear Decay Learning Rate Schedules and Further Refinements

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:20:27.656986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation ad572987-0329-47f2-9c3a-459330515b2e · outbound

This paper cites Revisiting the Polyak step size.

Taking the Road Less Scheduled with Adaptive Polyak Steps Revisiting the Polyak step size

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T23:20:27.652905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 83f267ac-c01c-45d5-a2c6-48429b8b73df · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Taking the Road Less Scheduled with Adaptive Polyak Steps Adam: A Method for Stochastic Optimization

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-17T23:20:27.661283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 70482cb0-1ab9-484b-bb32-05ad4accc180 · outbound

This paper cites Stochastic Polyak Step-size for SGD: An Adaptive Learning Rate for Fast Convergence.

Taking the Road Less Scheduled with Adaptive Polyak Steps Stochastic Polyak Step-size for SGD: An Adaptive Learning Rate for Fast Convergence

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:20:27.665986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 0158fb66-6af1-48d3-9c8e-ce2711480af9 · outbound

This paper cites Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance.

Taking the Road Less Scheduled with Adaptive Polyak Steps Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T23:20:27.648172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 14cf1a28-79f0-4f87-9f8a-26e502d0683b · outbound

This paper cites 2 1.2 Contributions and Background.

Taking the Road Less Scheduled with Adaptive Polyak Steps 2 1.2 Contributions and Background

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T23:20:28.461794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 701e86da-37f1-4132-808b-97587a2599df · outbound

This paper cites TX t=1 wt⟨gt,z t −x ⋆⟩ # =E.

Taking the Road Less Scheduled with Adaptive Polyak Steps TX t=1 wt⟨gt,z t −x ⋆⟩ # =E

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T23:20:28.468837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation 588aee9c-543f-4d5b-8139-33f704d79661 · outbound

This paper cites As mentioned in Section 4, this is to avoid the complication of writing custom BatchNorm code to approximate batch statistics of thexsequence ofSchedule-free.

Taking the Road Less Scheduled with Adaptive Polyak Steps As mentioned in Section 4, this is to avoid the complication of writing custom BatchNorm code to approximate batch statistics of thexsequence ofSchedule-free

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-17T23:20:28.465447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Observation f9d6f0b2-736e-4c59-9381-6cf2af32e7c3 · outbound

This paper cites an unresolved cited work.

Taking the Road Less Scheduled with Adaptive Polyak Steps Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-05-17T23:20:28.458597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.

Pith citing papers

Observation 59937c91-802e-4155-afeb-3c5d252efd55 · inbound

WSqD: A Horizon-Free Learning Rate Schedule for Large Model Training cites this paper.

WSqD: A Horizon-Free Learning Rate Schedule for Large Model Training Taking the Road Less Scheduled with Adaptive Polyak Steps

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-14T08:04:06.432613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.