Pith Number

pith:MGXMIYA3

pith:2025:MGXMIYA32TBC633HYGWVDJM7MW

not attested not anchored not stored refs pending

An Enhanced Zeroth-Order Stochastic Frank-Wolfe Framework for Constrained Finite-Sum Optimization

Haishan Ye, Hao Di, Xiangyu Chang, Yinghui Huang

arxiv:2501.07201 v2 · 2025-01-13 · cs.LG · cs.NA · math.NA

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MGXMIYA32TBC633HYGWVDJM7MW}

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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

1 paper in Pith

A Zeroth-Order Extra-Gradient Method for Black-Box Constrained Optimization

Receipt and verification

First computed	2026-07-05T10:04:22.031341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61aec4601bd4c22f6f67c1ad51a59f65a9730515131da98bf720736a01a4cba7

Aliases

arxiv: 2501.07201 · arxiv_version: 2501.07201v2 · doi: 10.48550/arxiv.2501.07201 · pith_short_12: MGXMIYA32TBC · pith_short_16: MGXMIYA32TBC633H · pith_short_8: MGXMIYA3

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/MGXMIYA32TBC633HYGWVDJM7MW \
  | 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: 61aec4601bd4c22f6f67c1ad51a59f65a9730515131da98bf720736a01a4cba7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ec4dbf454cacf3fb9cb17602ad359f554e3d3ee71f3955823909896a04e38df",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-13T10:53:19Z",
    "title_canon_sha256": "5dd5e5f000d728ab1b919b6e8c9c2af4cccbd52231e5b203ab3f09b29fc8c366"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.07201",
    "kind": "arxiv",
    "version": 2
  }
}