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Paper Citation Record · LEDGER

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems

As of 16 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:1908.01071.

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

pith.paper-citation-record.v1
1908.01071 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T15:31:34.317968Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fe87a61d-8848-4cd9-8a2b-5ecf37244092 · outbound

This paper cites Optimistic mirror descent in saddle-point problems: Goin g the extra(-gradient) mile,.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Optimistic mirror descent in saddle-point problems: Goin g the extra(-gradient) mile,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:31:34.514166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d772bfd6-4dfa-4873-8fa6-2fb86ed8a6d7 · outbound

This paper cites On the convergence of mirror descent beyond stochastic convex programming.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems On the convergence of mirror descent beyond stochastic convex programming

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T15:31:34.271495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T15:31:34.271495Z digest=sha256:a28f1041c6b742466245fa72eb6f6cf76a6a39cc0cc1f7fc6b2df4ef95e07ea7

Observation dc60b416-ff1e-4cfa-aa4d-4b47c9753dd5 · outbound

This paper cites Trai ning gans with optimism.,.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Trai ning gans with optimism.,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:31:34.501976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.275958Z digest=sha256:1651a7df7f67ae20a1c330f48a1242c030f2712adc2c2252c53c45a28348b457

Observation d7996024-102b-4986-add4-40475a999337 · outbound

This paper cites Variational inequalities and optimiza tion problems,.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Variational inequalities and optimiza tion problems,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:31:34.488729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.279980Z digest=sha256:1a239f89a2b66745ff1d9abd1e7f0aca66e0dbb082704fdca1ca82e1efe786c1

Observation 247edc8f-9c37-4e69-ac00-86cf703d8e2b · outbound

This paper cites Stochastic mirror de scent dynamics and their conver- gence in monotone variational inequalities,.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Stochastic mirror de scent dynamics and their conver- gence in monotone variational inequalities,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:31:34.474951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.284597Z digest=sha256:626236b86d63e22d8ee526b08846976fc09db2e6f5da870479148c6b985936d9

Observation 82a27350-3124-47d9-bec7-18ef2910f60b · outbound

This paper cites an unresolved cited work.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:31:34.461523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.288919Z digest=sha256:511e713c9034a9f051157fa7272346e103a9312dfbcfe4fccd6d2e6183802916

Observation 1edb2d66-535d-456c-a0ad-df5f8f933a05 · outbound

This paper cites an unresolved cited work.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:31:34.448097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.292941Z digest=sha256:433a7126413bceaaea3a8d71e649df3631eed053145d73781f517968e33d0cc4

Observation 9934da62-791a-4d9b-8c7f-82afbe04db89 · outbound

This paper cites With such choice of n0, we will prove that D(x∗, Xn+1) ≤ ǫ for all n ≥ n0.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems With such choice of n0, we will prove that D(x∗, Xn+1) ≤ ǫ for all n ≥ n0

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:31:34.435225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.297012Z digest=sha256:508485c23072f81bba9419f7f407340e6bf8418b9f067e1cba53f0543374f911

Observation 3baa5490-a73f-4926-8aa0-c87dc80a0d2e · outbound

This paper cites Next we show (ii).

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Next we show (ii)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:31:34.393250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.309512Z digest=sha256:36a29372c23b846ae77df4f428bec44009f61292e600a6f5bbecfa97be8a7a33

Observation 9961354d-a210-4506-9f2c-0e6add91d05b · outbound

This paper cites Let {Xnk }k denote a subsequence of {Xn}n and we notice that (i) and (ii) imply that P ( ∃{Xnk }k, s.t.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Let {Xnk }k denote a subsequence of {Xn}n and we notice that (i) and (ii) imply that P ( ∃{Xnk }k, s.t

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:31:34.420381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.301203Z digest=sha256:427dd9542e2ba5cc009f5d29e3770419b71d6c810bc2c98d197a4654ccbe652d

Observation c8c772ce-6a41-4fb4-87dd-2bd9225212b4 · outbound

This paper cites an unresolved cited work.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-14T15:31:34.406583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.305403Z digest=sha256:504b54c54ca4f84cca6195a7d5051a42ccbd8b9920b12a534a4c8b24d7165daf

Observation c70006b6-4846-47f9-a7f3-624bf21fc0e5 · outbound

This paper cites (26) Note that the last three terms in (.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems (26) Note that the last three terms in (

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:31:34.380541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.313817Z digest=sha256:afa3aa10e4dfd242463e2817be21a3a98ac19aed1d9e6705378a059e1b905177

Observation 76355733-46d2-41fe-9e28-c03b72f1fc48 · outbound

This paper cites Note also that the first term in ( 26) is finite and does not change with n, moreover, the second term in ( 26) goes to −∞ as n → ∞.

On the modes of convergence of Stochastic Optimistic Mirror Descent (OMD) for saddle point problems Note also that the first term in ( 26) is finite and does not change with n, moreover, the second term in ( 26) goes to −∞ as n → ∞

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T15:31:34.366977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T15:31:34.317968Z digest=sha256:cc41474a3b85db1b1da2932955ffb2807dea13825b71f22c06293efffe712242

Pith citing papers

No inbound Pith citation observations are available.