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Paper Citation Record · LEDGER

Near-Optimal Decentralized Stochastic Convex Optimization over Networks

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2606.04757.

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

pith.paper-citation-record.v1
2606.04757 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T05:06:21.205587Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

30 of 30 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

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Outbound references

Observation 3c8cf174-5f68-4eb2-ae9f-46d1b7fe40d1 · outbound

This paper cites Bartlett, Pradeep Ravikumar, and Martin J.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Bartlett, Pradeep Ravikumar, and Martin J

Reference 1

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Observation 9836f819-85bb-4f7a-9e28-8fd51c6958cf · outbound

This paper cites Stochastic gradient push for distributed deep learning.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Stochastic gradient push for distributed deep learning

Reference 2

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Observation dd4cf71b-37d1-4a82-b146-fba25041f56b · outbound

This paper cites Faster stochastic optimization with arbitrary delays via adaptive asynchronous mini-batching.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Faster stochastic optimization with arbitrary delays via adaptive asynchronous mini-batching

Reference 3

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Observation 50c7d5bb-e7e4-4690-835e-2be4d76d206d · outbound

This paper cites Randomized gossip algorithms.IEEE transactions on information theory, 52(6):2508–2530, 2006.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Randomized gossip algorithms.IEEE transactions on information theory, 52(6):2508–2530, 2006

Reference 4

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Observation d5b9ee0a-b497-44b2-8c6d-1dd9d5b1c4cf · outbound

This paper cites an unresolved cited work.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Unresolved cited work

Reference 5

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:6aa8e5ee0e343cbe9c37fdef464248e43d0c6a220db2e78b11efd262b29f7d32

Observation e980db9c-1047-425f-9de0-d5a019679d5a · outbound

This paper cites Optimal distributed online prediction using mini-batches.Journal of Machine Learning Research, 13(1), 2012.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Optimal distributed online prediction using mini-batches.Journal of Machine Learning Research, 13(1), 2012

Reference 6

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:9dd39afe362f4910f1bd047b83cd40dcced69790cda264e490a944ec9373c87d

Observation f3e6e183-5b9c-4bd1-9cac-8e794473e0d3 · outbound

This paper cites First-order methods of smooth convex optimization with inexact oracle.Mathematical Programming, 146(1):37–75, 2014.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks First-order methods of smooth convex optimization with inexact oracle.Mathematical Programming, 146(1):37–75, 2014

Reference 7

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:acc53570d73cb639fa0e42f91da6e553d138839b70c6121ce73464669e9cee03

Observation e6bfaca3-a6ac-45bc-9760-700720c025ac · outbound

This paper cites Enhancing parallelism in decentralized stochastic convex optimization.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Enhancing parallelism in decentralized stochastic convex optimization

Reference 8

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:76db1091dbd8399e9937f3621a52036b6b45b06e326876baa3a3a180989761b2

Observation 63333df0-ba8a-4502-870b-9d1691c08e7d · outbound

This paper cites Byzantine-Robust Decentralized Learning via ClippedGossip.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Byzantine-Robust Decentralized Learning via ClippedGossip

Reference 9

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arxiv_id, observed 2026-07-02T10:16:52.622553Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:850f1fda3082ca796721416dff704754781ec3327e07e40100198342103528f6

Observation 1066b9a9-d702-43f0-8771-84d8c9d3c29b · outbound

This paper cites Gossip-based computation of aggregate information.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Gossip-based computation of aggregate information

Reference 10

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Observation 37b3ba7a-91d9-4d16-ad64-2a7892c38adf · outbound

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

Near-Optimal Decentralized Stochastic Convex Optimization over Networks A unified theory of decentralized sgd with changing topology and local updates

Reference 11

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Observation c9105135-6347-4f88-98f5-666cf067e359 · outbound

This paper cites An improved analysis of gradient tracking for decentralized machine learning.Advances in Neural Information Processing Systems, 34: 11422–11435, 2021.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks An improved analysis of gradient tracking for decentralized machine learning.Advances in Neural Information Processing Systems, 34: 11422–11435, 2021

Reference 12

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:f1c81e29c898db49d1582546fbb77647bcd2808e7723fffa72904939246d8e6f

Observation 1764a392-d979-48f3-a48f-bd042282d1c8 · outbound

This paper cites Adom: accelerated decentralized optimization method for time-varying networks.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Adom: accelerated decentralized optimization method for time-varying networks

Reference 13

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:ba5d331fbc2e577c1f35058d36717f2ecf18de9e16a75321f07fcd6168fee4ee

Observation 237202df-cb53-4bae-94d3-e994f328f252 · outbound

This paper cites An optimal method for stochastic composite optimization.Mathematical Programming, 133(1):365–397, 2012.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks An optimal method for stochastic composite optimization.Mathematical Programming, 133(1):365–397, 2012

Reference 14

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:67ba77abdb5cd482d4567104404abeeca1a967b56859149ce4f4d504ac2d01fb

Observation 93f02e49-f84b-4730-b15b-24815e416b5c · outbound

This paper cites Communication-Efficient Local Decentralized SGD Methods.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Communication-Efficient Local Decentralized SGD Methods

Reference 15

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:45833c5c32e1cf9892b6a516960601379508fedac9af3244ea664f744cf06d1e

Observation e3cc1df5-62d3-4afb-b237-57df3d43d3a0 · outbound

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

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Can decentralized algorithms outperform centralized algorithms? a case study for decentralized parallel stochastic gradient descent

Reference 16

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:fcd60b007967c658fbbc108dc9b04e6b945747f0a5f6e3c2b4fda3d256ac7c29

Observation 2929b8ed-f004-4b4d-9ac0-c13e5aa8223c · outbound

This paper cites Optimal complexity in decentralized training.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Optimal complexity in decentralized training

Reference 17

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:b1c8b0f00809a28eeef0c6a0f32acb718609de03405dbbaf09abc88738042d46

Observation 6b5f3f13-4530-4f19-bf4c-167c73938dd5 · outbound

This paper cites Distributed subgradient methods for multi-agent opti- mization.IEEE Transactions on automatic control, 54(1):48–61, 2009.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Distributed subgradient methods for multi-agent opti- mization.IEEE Transactions on automatic control, 54(1):48–61, 2009

Reference 18

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:49496a054c9922460cafd91939f436c6ea645375daed2132563c2c3c3a5bf330

Observation c3043379-23c6-4005-833c-e7e374a44f36 · outbound

This paper cites Achieving geometric convergence for distributed optimization over time-varying graphs.SIAM Journal on Optimization, 27(4):2597–2633, 2017.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Achieving geometric convergence for distributed optimization over time-varying graphs.SIAM Journal on Optimization, 27(4):2597–2633, 2017

Reference 19

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Observation 478ea710-d0d4-4147-8fa9-20944869586c · outbound

This paper cites A method for solving the convex programming problem with convergence rate o (1/k2).

Near-Optimal Decentralized Stochastic Convex Optimization over Networks A method for solving the convex programming problem with convergence rate o (1/k2)

Reference 20

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:cb61618dd899696148dec6a16ac7c51a07c1917dd904b59fd35842e032c30a8a

Observation ec248300-b65d-429a-9b70-c33c0cf83755 · outbound

This paper cites Springer, 2 edition, 2018.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Springer, 2 edition, 2018

Reference 21

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:4bc5f8b87a1ab2348f34c2ed2f910add9f2e192af6edd6729f82405536655367

Observation 74b3d2ab-9927-45ad-867d-fc8f8b4bad7e · outbound

This paper cites Optimal distributed convex optimization on slowly time-varying graphs.IEEE Trans.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Optimal distributed convex optimization on slowly time-varying graphs.IEEE Trans

Reference 22

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Observation 7dda9c9f-89f9-4a7d-a575-5e6e3abe2f9c · outbound

This paper cites Towards accelerated rates for distributed optimization over time-varying networks.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Towards accelerated rates for distributed optimization over time-varying networks

Reference 23

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Observation 5a7a0502-a5ad-4c6b-a0fd-0bc6f5f6234c · outbound

This paper cites Optimal algorithms for smooth and strongly convex distributed optimization in networks.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Optimal algorithms for smooth and strongly convex distributed optimization in networks

Reference 24

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:477cd1535c27e02b01d5f893dc7430cf61e5f1729fd9671c2e12e843ac0650b0

Observation 0f39c0d5-65b3-4feb-b2dc-ce7b457ee668 · outbound

This paper cites Communication compression for decentralized training.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Communication compression for decentralized training

Reference 25

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:45795a50e5c92e2b39e2bda2fbf9848f00f824d253f6e259052cc4b3db784f64

Observation a8adace5-8c59-4d21-9d1a-8a5e5b191f1a · outbound

This paper cites D2: Decentralized training over decentralized data.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks D2: Decentralized training over decentralized data

Reference 26

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Observation 1b1dbf19-dc83-4d0c-b9d5-179296d7a052 · outbound

This paper cites Distributed asynchronous deterministic and stochastic gradient optimization algorithms.IEEE transactions on automatic control, 31 (9):803–812, 1986.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Distributed asynchronous deterministic and stochastic gradient optimization algorithms.IEEE transactions on automatic control, 31 (9):803–812, 1986

Reference 27

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:0ff46072607e3283e4520886f4ae4d3f3db4e5837d451b203e75ecab6fc2109f

Observation f1793bb2-bb2f-4231-b669-17d84e1d7a47 · outbound

This paper cites Optimal time complexities of parallel stochastic opti- mization methods under a fixed computation model.Advances in Neural Information Processing Systems, 36:16515–16577, 2023.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Optimal time complexities of parallel stochastic opti- mization methods under a fixed computation model.Advances in Neural Information Processing Systems, 36:16515–16577, 2023

Reference 28

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:9fce857d07ae54257c59c44cc1742488e1aa77d590395feb22c71d5024721b11

Observation d28005d2-8890-4e6a-ab93-a0412abce695 · outbound

This paper cites Fast linear iterations for distributed averaging.Systems & Control Letters, 53(1):65–78, 2004.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Fast linear iterations for distributed averaging.Systems & Control Letters, 53(1):65–78, 2004

Reference 29

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source=pdf_text observed=2026-06-28T05:06:21.205587Z digest=sha256:10f20d92849e418be39a91a8180393e64367a0f8aaecfcf94a0af1b97bafb810

Observation a465e888-36cd-47c2-a9d0-da9f99b07f86 · outbound

This paper cites Accelerated primal-dual algorithms for distributed smooth convex optimization over networks.

Near-Optimal Decentralized Stochastic Convex Optimization over Networks Accelerated primal-dual algorithms for distributed smooth convex optimization over networks

Reference 30

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