Paper Citation Record · LEDGER

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability

As of 17 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2506.13974.

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

pith.paper-citation-record.v1
2506.13974 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:07:17.594048Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T21:43:17.135025Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T20:06:11.721560Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy16
unresolved23
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7714d7cf-2716-4a3b-93fc-7b3bd47dc5be · outbound

This paper cites and Shamir, O.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability and Shamir, O

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.522170Z

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Observation 8aa75e27-e3b7-43ec-a720-72b4de459daf · outbound

This paper cites F., Blum, A., Fine, S., and Mansour, Y.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability F., Blum, A., Fine, S., and Mansour, Y

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.511547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 37db21fa-d828-4e9e-ac96-c6a87fc4c625 · outbound

This paper cites Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization

Reference 3

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Observation 0db32a3d-0559-445d-8d2b-7f3a369fa5ef · outbound

This paper cites Z., and Talwalkar, A.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Z., and Talwalkar, A

Reference 4

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Source-reported events for the cited work

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Observation 3842ab73-938d-4afe-8409-6964505479c3 · outbound

This paper cites Local steps speed up local gd for heterogeneous distributed logistic regression.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Local steps speed up local gd for heterogeneous distributed logistic regression

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.492413Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ef57c4de-5348-4636-85f2-fc3bfcab9e4a · outbound

This paper cites an unresolved cited work.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86143cde-85a5-4d5f-a311-b3b9b4aa49de · outbound

This paper cites Optimal distributed online prediction using mini-batches.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Optimal distributed online prediction using mini-batches

Reference 7

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Observation 66f6a5ac-a040-4b84-9a96-b6cce067cfa9 · outbound

This paper cites R., Yuan, H., and Ma, T.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability R., Yuan, H., and Ma, T

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.465188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c77443ba-9238-4525-8095-0a1ad7d24454 · outbound

This paper cites Characterizing implicit bias in terms of optimization geometry.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Characterizing implicit bias in terms of optimization geometry

Reference 9

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Observation 4c63f3db-5e80-4528-aa79-fbea682bd7b1 · outbound

This paper cites On the Convergence of Local Descent Methods in Federated Learning.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability On the Convergence of Local Descent Methods in Federated Learning

Reference 10

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Source-reported events for the cited work

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Observation c4055a2c-5d44-4b57-9418-468c162040fe · outbound

This paper cites The break-even point on optimization trajectories of deep neural networks.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability The break-even point on optimization trajectories of deep neural networks

Reference 11

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Observation f9e0eac2-b47a-426e-8aa5-3301a5f15f07 · outbound

This paper cites and Telgarsky, M.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability and Telgarsky, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.437998Z

Source-reported events for the cited work

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Observation 45ad3bfe-7124-460d-aae6-c421cfa15a3b · outbound

This paper cites Fast margin maximization via dual acceleration.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Fast margin maximization via dual acceleration

Reference 13

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Source-reported events for the cited work

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Observation 837cc4ad-23fa-4572-9cb5-fe5db5e2457f · outbound

This paper cites B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability B., Avent, B., Bellet, A., Bennis, M., Bhagoji, A

Reference 14

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Source-reported events for the cited work

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Observation 09eae735-5f40-4ac0-86a8-222e3bc80dac · outbound

This paper cites P., Kale, S., Mohri, M., Reddi, S., Stich, S., and Suresh, A.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability P., Kale, S., Mohri, M., Reddi, S., Stich, S., and Suresh, A

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:07:17.125310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4edf8b1-97a1-47ae-ac46-829c9b6e0d32 · outbound

This paper cites Tighter theory for local sgd on identical and heterogeneous data.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Tighter theory for local sgd on identical and heterogeneous data

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f4bda96-6207-48fb-9742-0648d9f76bc6 · outbound

This paper cites A unified theory of decentralized sgd with changing topology and local updates.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability A unified theory of decentralized sgd with changing topology and local updates

Reference 17

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Source-reported events for the cited work

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Observation 7af727c7-53fe-442b-a498-c89d466f5380 · outbound

This paper cites Efficient large-scale distributed training of conditional maximum entropy models.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Efficient large-scale distributed training of conditional maximum entropy models

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.382693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e5ac4171-be34-4d5a-91d2-83c32e207997 · outbound

This paper cites Distributed training strategies for the structured perceptron.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Distributed training strategies for the structured perceptron

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.368443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7ccdf64b-9d4b-4208-b311-d895eda473f6 · outbound

This paper cites an unresolved cited work.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Unresolved cited work

Reference 20

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Observation 6eead97f-5526-4779-b8ca-d9947327f7ba · outbound

This paper cites S., Srebro, N., and Soudry, D.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability S., Srebro, N., and Soudry, D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.347486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 76113299-f272-48f7-a90b-0376e6bcd2f7 · outbound

This paper cites K., Glasgow, M., Wang, L., Joshi, N., and Srebro, N.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability K., Glasgow, M., Wang, L., Joshi, N., and Srebro, N

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.336963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0701d425-3d9b-43b8-aed3-40a44d83f994 · outbound

This paper cites K., Glasgow, M., Zindari, A., Wang, L., Stich, S.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability K., Glasgow, M., Zindari, A., Wang, L., Stich, S

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.324768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8b9ed5da-0171-430f-85dc-d0fcaf84e9e3 · outbound

This paper cites J., Charles, Z., Zaheer, M., Garrett, Z., Rush, K., Kone c n \'y , J., Kumar, S., and McMahan, H.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability J., Charles, Z., Zaheer, M., Garrett, Z., Rush, K., Kone c n \'y , J., Kumar, S., and McMahan, H

Reference 24

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Observation d53f5aa5-ad48-4cbc-99bf-f2b032e394d3 · outbound

This paper cites and Srebro, N.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability and Srebro, N

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.303222Z

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Observation c5fea66d-87f0-462b-bcc9-758ddb83b258 · outbound

This paper cites S., Gunasekar, S., and Srebro, N.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability S., Gunasekar, S., and Srebro, N

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:18.219171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ca440569-7147-47bf-ad32-0c67fc2bd23f · outbound

This paper cites an unresolved cited work.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Unresolved cited work

Reference 27

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Source-reported events for the cited work

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Observation 4b9850fb-5763-4e3b-acfc-4a3af9081d0d · outbound

This paper cites Communication-Efficient Distributed Deep Learning: A Comprehensive Survey.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Communication-Efficient Distributed Deep Learning: A Comprehensive Survey

Reference 28

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Observation 16852343-3d21-43b7-abcb-81fedba51239 · outbound

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Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:07:18.047657Z

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Observation a3a5ebb4-361c-4d2f-b2b2-5169c28687e5 · outbound

This paper cites A Field Guide to Federated Optimization.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability A Field Guide to Federated Optimization

Reference 30

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Observation e20c180a-a3a3-4154-b547-e062f107c43e · outbound

This paper cites On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data

Reference 31

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Observation f0e833e5-303d-445e-afc7-7de5045c4378 · outbound

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Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability K., Stich, S., Dai, Z., Bullins, B., Mcmahan, B., Shamir, O., and Srebro, N

Reference 32

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This paper cites E., Patel, K.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability E., Patel, K

Reference 33

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Observation 7eb9e6af-4582-49c2-81ad-2d645a53caa1 · outbound

This paper cites L., Telgarsky, M., and Yu, B.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability L., Telgarsky, M., and Yu, B

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:17.977533Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f6fcb9b-428b-44ce-a3d1-cbf8810f3996 · outbound

This paper cites an unresolved cited work.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:07:17.830660Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 58e93551-e49b-4912-bb1b-d34a970a1077 · outbound

This paper cites Federated learning of gboard language models with differential privacy.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Federated learning of gboard language models with differential privacy

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:17.818683Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4c7851f3-7809-4939-8019-90ca1753e963 · outbound

This paper cites I., and Wainwright, M.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability I., and Wainwright, M

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:07:17.804471Z

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Observation d747db99-0d54-4098-b005-97f101e89ee2 · outbound

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Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability Unresolved cited work

Reference 38

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Observation c62729ff-e1ba-4508-8929-2a61a1362299 · outbound

This paper cites write newline.

Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability write newline

Reference 39

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Pith citing papers

Observation 64748240-e2e9-4b4d-b781-f36e9323c04b · inbound

Stepsize Hedging: an Alternative Mechanism for Accelerating Gradient Descent cites this paper.

Stepsize Hedging: an Alternative Mechanism for Accelerating Gradient Descent Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:06:11.722837Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.