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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.

source=pdf_text observed=2026-08-14T15:31:34.267009Z digest=sha256:49e6514bfa811c22f6e1b91c0e3a9df71153d5040d8aa3f8194a260da86c45e1

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=sha256:54d5c275cfbf9add9b5eab10ba52781cc5b19827bf9c57d8f101615e61a2e244

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:f9eccdfccd26c670cd957b93b0626520d4fbd4541d31440a8bb739b4ed559559

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=sha256:0d00fbdad4cdb73850f58a87fb0b0fe5ea135132cc8140e2014edaf3dcf3ecb6

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=sha256:88d768fb3f514600f886407c597b85cefe2e9126f713be6155c8f167043b21d4

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=sha256:81c881113c3438068e5f27be4c403973e7db7c93a1ad10cea9b6f5bc4d6d7a1c

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=sha256:8a26e5413bceef1a0503cd4df1f066f60a7accfcef90cef3faeb1bfb0ef291f6

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:eaf347cc13b332f9f1540d08a49a85fb5c43b74c0d085d785df49b239ba9c13a

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=sha256:1b56b6d0110d97d82c4d0a139a1f450fcc2ca1c427d2e91eca1e411ab5f1cb3c

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:e378081849d0b93f61d04de58e62e68204bcda35d0d150dc8982355733c5c917

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:be64b95698642d7602207083cbb714c91cc8a8f8ce1b44739eb5c38686a6a693

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:a0b50f64cc8cade00c5505e53e55e3ec01afa8499287997a6ecf58ae91dd8115

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=sha256:56c6e0e2c879487ebf7f933436ca506aee900d4f9285fd8366e54274322b0d00

Pith citing papers

No inbound Pith citation observations are available.