Pith Number

pith:SEMBJZFT

pith:2023:SEMBJZFTLORRQZGLLXNNI6SDQS

not attested not anchored not stored refs pending

Variance-reduced accelerated methods for decentralized stochastic double-regularized nonconvex strongly-concave minimax problems

Gabriel Mancino-Ball, Yangyang Xu

arxiv:2307.07113 v1 · 2023-07-14 · math.OC · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SEMBJZFTLORRQZGLLXNNI6SDQS}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

First-Order Methods for Solving Convex (Strongly) Concave Minimax Problems with Functional Constraints

A Unified Zeroth-Order Approach for Decentralized Minimax Optimization

A Stochastic GDA Method With Backtracking For Solving Nonconvex Concave Minimax Problems

Receipt and verification

First computed	2026-07-05T06:30:51.211471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

911814e4b35ba31864cb5ddad47a4384afd96850a0ff0aa04086f3598338246b

Aliases

arxiv: 2307.07113 · arxiv_version: 2307.07113v1 · doi: 10.48550/arxiv.2307.07113 · pith_short_12: SEMBJZFTLORR · pith_short_16: SEMBJZFTLORRQZGL · pith_short_8: SEMBJZFT

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/SEMBJZFTLORRQZGLLXNNI6SDQS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 911814e4b35ba31864cb5ddad47a4384afd96850a0ff0aa04086f3598338246b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c749bd2ad509e75d9823cfdf9abc6dbdbfd042c6d3f348a102f65156107bdbf7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-07-14T01:32:16Z",
    "title_canon_sha256": "e463fac3ca9cbc0693e095f2f6370c79afdeb86ef5f8160d0672fa08008e7bf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.07113",
    "kind": "arxiv",
    "version": 1
  }
}