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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 22 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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.267009Z digest=sha256:4869ad1f65f2092be1c03a24130d639bd2e2dc6e98c4c09f297d9522288ae789

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.275958Z digest=sha256:ad5e26efd360e7b446ed36eca1f6ff4a533b7859abb8cd5d6b662574fc121fa2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.279980Z digest=sha256:a9c970f65c046240ae0c58f28cde0572c0b43837e0951b66f19bb513f6dbc6e0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.284597Z digest=sha256:c09a1eb8018e35d409d49a90faa09d2ad162b2556d54d821d17bddb05e3bea93

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.288919Z digest=sha256:dd2fb4a1c7e5b83bf808583e8e07bda56eaaa779d7747e165aa1f5dc147a7cf2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.292941Z digest=sha256:1e6c3c69d819543fc43c4dbd78cfb8b0fc55069692c82eac70eb14e913176f8d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.297012Z digest=sha256:3add739f5a47130db20109ae2304b9d96e330975ffc74118349b47cf98d8daf8

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.309512Z digest=sha256:5a552882d37fd41254d01191a748ea5af7bb5308ffd1faa49a0c065ee3b81753

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.301203Z digest=sha256:23b7b91816845ee04378efc2fb0af615c8495a27a95d22419934af0c5be4cbdd

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.305403Z digest=sha256:76959beb1592009824d2581bef5eae633c1cb40c2019a5263c499b5ca7b8001e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.313817Z digest=sha256:c754f31fc114d3b2d1ee44d96d3a2c6c46e3f1a989950e6a57080a7f70a73a01

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T15:31:34.317968Z digest=sha256:bd4ab1d3189ad20b100592df251df8dee067c334581cdfc7196e6246ab6f8330

Pith citing papers

No inbound Pith citation observations are available.