Paper Citation Record · LEDGER

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning

As of 22 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2501.03162.

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

pith.paper-citation-record.v1
2501.03162 v3

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:58:17.462577Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy14
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b45ab68-4f06-4c54-966b-fbafbe231257 · outbound

This paper cites Distributed subgradient methods for multi- agent optimization,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Distributed subgradient methods for multi- agent optimization,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.999945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e399f852-1b7a-4052-84cb-6fe236572fe8 · outbound

This paper cites an unresolved cited work.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:58:17.983744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 660a74f0-9c8b-4896-900f-30c909521a37 · outbound

This paper cites Can decentralized algorithms outperform centralized algorithms? A case study for decentralized parallel stochastic gradient descent,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Can decentralized algorithms outperform centralized algorithms? A case study for decentralized parallel stochastic gradient descent,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.963610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8895d148-27f8-44f0-bf7b-d3d423a5f11a · outbound

This paper cites Networked signal and information processing: Learning by multiagent systems,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Networked signal and information processing: Learning by multiagent systems,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.935786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b29f1219-ceee-4daf-8387-71e7d4e55e6a · outbound

This paper cites On the learning behavior of adaptive networks—Part I: Transient analysis,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning On the learning behavior of adaptive networks—Part I: Transient analysis,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.918875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 69ec0e33-f76f-4c72-8332-32896ab83c57 · outbound

This paper cites Distributed learning in non-convex environments—Part II: Polynomial escape from saddle-points,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Distributed learning in non-convex environments—Part II: Polynomial escape from saddle-points,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.902058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3d05c510-bf06-44f1-95d6-0eda8d469046 · outbound

This paper cites Fast linear iterations for distributed averaging,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Fast linear iterations for distributed averaging,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.875013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b8cf8f64-09c8-4ee0-9f34-d5c11535e8a5 · outbound

This paper cites Extra: An exact first-order algorithm for decentralized consensus optimization,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Extra: An exact first-order algorithm for decentralized consensus optimization,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:17.408171Z

Source-reported events for the cited work

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Observation 12e22f65-e29b-4062-ae20-bda4b0a2b2da · outbound

This paper cites Exact diffusion for distributed optimization and learning—Part I: Algorithm development,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Exact diffusion for distributed optimization and learning—Part I: Algorithm development,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.848347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7ba144b9-f63d-4a18-9921-483052aa90e5 · outbound

This paper cites Next: In-network nonconvex optimiza- tion,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Next: In-network nonconvex optimiza- tion,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:17.418377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ed8566-d835-4bbe-9cb0-93a6d59436e7 · outbound

This paper cites Achieving geometric convergence for distributed optimization over time-varying graphs,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Achieving geometric convergence for distributed optimization over time-varying graphs,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:58:17.424321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60bfa673-1c35-476c-ac12-805f896bde6f · outbound

This paper cites Consensus control for decentralized deep learning,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Consensus control for decentralized deep learning,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.808350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9cdce216-8d99-4000-90c5-0371993a09d7 · outbound

This paper cites On the distance between two neural networks and the stability of learning,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning On the distance between two neural networks and the stability of learning,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.786096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8c4bc15c-c45a-4056-8b90-7985fae0c48f · outbound

This paper cites Problems in decentralized decision making and compu- tation,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Problems in decentralized decision making and compu- tation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.762097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b8e6d9fc-5fb5-400c-b444-ae2f20994b0f · outbound

This paper cites Distributed learning in non-convex envi- ronments—Part I: Agreement at a linear rate,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Distributed learning in non-convex envi- ronments—Part I: Agreement at a linear rate,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.742194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f8619947-b33f-4b4e-b5a1-9370282b3b92 · outbound

This paper cites Diffusion learning in non-convex environ- ments,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Diffusion learning in non-convex environ- ments,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.572418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1e1485c-138c-4bc2-b9a1-9d663ca748f6 · outbound

This paper cites Topology- aware generalization of decentralized SGD,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Topology- aware generalization of decentralized SGD,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.552483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3084165a-d9c3-49be-8c10-026873f751da · outbound

This paper cites Stability and generalization of the decentralized stochastic gradient descent ascent algorithm,.

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning Stability and generalization of the decentralized stochastic gradient descent ascent algorithm,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:58:17.531459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.