Paper Citation Record · LEDGER

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints

As of 20 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2412.02338.

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

pith.paper-citation-record.v1
2412.02338 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:48:06.639847Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

25 of 25 outbound references displayed

verified exact1
verified fuzzy20
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b8b9f3c6-4596-47c8-9b27-bd073de5838d · outbound

This paper cites Berthier, J.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Berthier, J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.226376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 12639117-cb65-4e8e-b71e-4d82ad8727f6 · outbound

This paper cites Bhattacharyya, L.R.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Bhattacharyya, L.R

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.210226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 69fd9827-3659-461b-9a0b-bdd0aa66618c · outbound

This paper cites an unresolved cited work.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:48:07.193955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 989b15b0-3dd2-4beb-975a-501a0600ce9d · outbound

This paper cites an unresolved cited work.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:48:07.178030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2ca3fa4d-b6d1-485c-8fda-4553dc21ddf1 · outbound

This paper cites Gower, L.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Gower, L

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.161881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2c10e9c6-4c8d-4bb9-bc0a-6d2e3f683d08 · outbound

This paper cites Grant and S.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Grant and S

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.146902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 37f74174-6e9a-4004-872c-b4f4df465107 · outbound

This paper cites an unresolved cited work.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:48:07.131495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a51f548a-6107-4bc2-873b-3ea2ae848f1f · outbound

This paper cites Lewis and J.S.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Lewis and J.S

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.115579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c02de9c3-53d4-4e85-b64b-8e084ac153a6 · outbound

This paper cites Nedich, ”Random algorithms for convex minimization prob lems,” Mathematical Programming, vol.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Nedich, ”Random algorithms for convex minimization prob lems,” Mathematical Programming, vol

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.099650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 21737503-cb09-44ea-b226-7b0454ed4ea9 · outbound

This paper cites Necoara, ”General convergence analysis of stochastic ﬁr st order methods for composite optimization,” Journal of Optimization The- ory and Applications , vol.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Necoara, ”General convergence analysis of stochastic ﬁr st order methods for composite optimization,” Journal of Optimization The- ory and Applications , vol

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.084160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cf836bdb-c044-432f-ac19-f0fc1405417f · outbound

This paper cites Necoara and N.K.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Necoara and N.K

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.067781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b59cd06f-67ae-4670-8457-b23d6ce14811 · outbound

This paper cites Necoara and A.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Necoara and A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.051824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c1271962-d878-4e67-988e-2b3748040e93 · outbound

This paper cites Nedelcu, I.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Nedelcu, I

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.034921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7546d024-049d-4445-95d4-5065276927f1 · outbound

This paper cites Nesterov, ”Lectures on Convex Optimization,” Springer Opti- mization and Its Applications , vol.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Nesterov, ”Lectures on Convex Optimization,” Springer Opti- mization and Its Applications , vol

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.018728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 65cc5294-8e49-4eac-8f24-62ed4ae1aa6d · outbound

This paper cites Polyak, ”Minimization of unsmooth functionals,” USSR Com- putational Mathematics and Mathematical Physics , vol.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Polyak, ”Minimization of unsmooth functionals,” USSR Com- putational Mathematics and Mathematical Physics , vol

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:07.001875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6763d739-1a54-4f08-b2b1-8a3202e41329 · outbound

This paper cites Polyak, ”Random algorithms for solving convex inequal ities,” Studies in Computational Mathematics , vol.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Polyak, ”Random algorithms for solving convex inequal ities,” Studies in Computational Mathematics , vol

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:06.984972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a8b3a3e2-9efd-4b1f-9c83-02372454555b · outbound

This paper cites Rockafellar and S.P.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Rockafellar and S.P

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:06.968488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fa597c53-0d00-42a6-be38-37628833569a · outbound

This paper cites Sidiropoulos, T.N.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Sidiropoulos, T.N

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:06.949493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 30add843-572e-427d-9e17-68fcc257f04d · outbound

This paper cites Singh, I.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Singh, I

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T23:48:06.605643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7df25371-e227-4b04-b9b1-a7e1a3546e3e · outbound

This paper cites Tibshirani, ”The solution path of the generalized lasso, ” Phd Thesis, Stanford University, 2011.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Tibshirani, ”The solution path of the generalized lasso, ” Phd Thesis, Stanford University, 2011

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:06.930574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fb2d034c-48f1-47eb-ae45-4c0aaa3e01fc · outbound

This paper cites V apnik, ”Statistical learning theory,” John Wiley, 1998.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints V apnik, ”Statistical learning theory,” John Wiley, 1998

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:06.912741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 92491a41-a533-4c35-984f-c6fcc857a313 · outbound

This paper cites Wang and D.P.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Wang and D.P

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:06.895115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ba54a3a8-7640-40b1-89eb-f7a29334ec9e · outbound

This paper cites Tutorials on Advanced Optimization Methods.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Tutorials on Advanced Optimization Methods

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:48:06.689471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 18d00c99-82bd-42d4-bea7-e5a128640d8e · outbound

This paper cites Xu, ”Primal-dual stochastic gradient method for convex p rograms with many functional constraints,” SIAM Journal on Optimization , vol.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Xu, ”Primal-dual stochastic gradient method for convex p rograms with many functional constraints,” SIAM Journal on Optimization , vol

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:06.877739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f40838ab-f03b-4742-83f6-e7927e6fe296 · outbound

This paper cites Y ang, F.

Stochastic halfspace approximation method for convex optimization with nonsmooth functional constraints Y ang, F

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:48:06.859788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.