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Paper Citation Record · LEDGER

Better Theory for SGD in the Nonconvex World

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2002.03329.

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

pith.paper-citation-record.v1
2002.03329 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T01:12:03.847661Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T06:37:42.415156Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a3baffcf-3355-4b87-8710-9b168a894330 · inbound

Convergence of Momentum-Based Optimization Algorithms with Time-Varying Parameters cites this paper.

Convergence of Momentum-Based Optimization Algorithms with Time-Varying Parameters Better Theory for SGD in the Nonconvex World

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T01:12:03.847661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:12:03.847661Z digest=sha256:93999c0d7a0ee298df4b9276e59f7361a7521f39854240b201716bf10018208e

Observation bbe598e5-08f1-4a7c-8c3f-2d2b81d7b233 · inbound

Stochastic versus Deterministic in Stochastic Gradient Descent cites this paper.

Stochastic versus Deterministic in Stochastic Gradient Descent Better Theory for SGD in the Nonconvex World

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-18T20:16:50.187098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-18T20:15:50.901570Z digest=sha256:e3ccb1e7d477ee4581e48bd3f567dadc503cc9099e1a4f3e60e3a5c1c4dbef41

Observation 92f1a111-fc5f-4de3-8c5f-3212afe5be84 · inbound

Strategies for Improving Communication Efficiency in Distributed and Federated Learning: Compression, Local Training, and Personalization cites this paper.

Strategies for Improving Communication Efficiency in Distributed and Federated Learning: Compression, Local Training, and Personalization Better Theory for SGD in the Nonconvex World

Reference 119

Resolution
unresolved
no resolver link, observed 2026-08-04T21:06:26.264642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T21:06:26.264642Z digest=sha256:1010dc628856a0c4079591d8ada8043c864095400923c4858ae4858833c05ee5

Observation d0e580fc-e1de-429a-96ff-48fd721bfc99 · inbound

Topology-Aware Block Coordinate Descent for Qubit Frequency Allocation of Superconducting Quantum Processors cites this paper.

Topology-Aware Block Coordinate Descent for Qubit Frequency Allocation of Superconducting Quantum Processors Better Theory for SGD in the Nonconvex World

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-03T10:27:54.708201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T10:27:54.708201Z digest=sha256:45e58166f99b81bbe451805c69ef497a220c86cda229575da5ff8023f68052e3

Observation 4a78e8f5-3aa6-4fd6-a398-c4af7c279b4a · inbound

Rennala MVR: Improved Time Complexity for Parallel Stochastic Optimization via Momentum-Based Variance Reduction cites this paper.

Rennala MVR: Improved Time Complexity for Parallel Stochastic Optimization via Momentum-Based Variance Reduction Better Theory for SGD in the Nonconvex World

Reference 99

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:51:32.538171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-12T01:51:20.003552Z digest=sha256:5ed756f299f0bbea12508d7f75122f458d97b82a1d879d07661ab8eb81eaa83a

Observation 76768e40-0068-4283-a4d4-f1ed20e58d0a · inbound

Select-then-differentiate: Solving Bilevel Optimization with Manifold Lower-level Solution Sets cites this paper.

Select-then-differentiate: Solving Bilevel Optimization with Manifold Lower-level Solution Sets Better Theory for SGD in the Nonconvex World

Reference 47

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T03:11:18.805825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-12T03:10:43.367020Z digest=sha256:a5ff5f08d27034817b3062dbfc7c23d73a7570f794e9db245e8e0e8b3994547c

Observation 127129c4-dd6d-4959-8151-f1ee02b8fb04 · inbound

Ringmaster LMO: Asynchronous Linear Minimization Oracle Momentum Method cites this paper.

Ringmaster LMO: Asynchronous Linear Minimization Oracle Momentum Method Better Theory for SGD in the Nonconvex World

Reference 101

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:13:18.501556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-20T13:08:52.912250Z digest=sha256:cf8e967624e8d7ff2aa506d4aeb2b25fe687c3a1e3fbcd0f4e130d2caa527e89

Observation 72baa37e-2d42-4dac-816f-c7f5cd8a25c9 · inbound

LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging cites this paper.

LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging Better Theory for SGD in the Nonconvex World

Reference 103

Resolution
verified exact
arxiv_id, observed 2026-05-21T05:49:40.641722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-21T05:49:28.713982Z digest=sha256:966cdcd24d39d5096253e4fe5fa315e090f71ec3d19da2c22410836de6da802b

Observation 265e3383-b7c1-4fe6-a3f5-72b750f3db58 · inbound

A stochastic gradient algorithm for non-separable optimization with convergence guarantee cites this paper.

A stochastic gradient algorithm for non-separable optimization with convergence guarantee Better Theory for SGD in the Nonconvex World

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-03T06:37:42.417403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T12:37:34.339122Z digest=sha256:4ae379d0ad1e4d2f4670a73e5236eae781b43b6a5063827280d432f358357397