Pith Number

pith:I53UEPPG

pith:2020:I53UEPPGLSDACEFSNP36USASWU

not attested not anchored not stored refs pending

Zeroth-Order Algorithms for Nonconvex Minimax Problems with Improved Complexities

Krishnakumar Balasubramanian, Meisam Razaviyayn, Shiqian Ma, Zhongruo Wang

arxiv:2001.07819 v2 · 2020-01-22 · stat.ML · cs.DS · cs.LG · math.OC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{I53UEPPGLSDACEFSNP36USASWU}

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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

Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization

From Cursed to Competitive: Closing the ZO-FO Gap via Input-to-State Stability

AdaMeZO: Adam-style Zeroth-Order Optimizer for LLM Fine-tuning Without Maintaining the Moments

Receipt and verification

First computed	2026-07-05T04:11:22.533923Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4777423de65c860110b26bf7ea4812b51597d9925a62a1b4a713704599d04403

Aliases

arxiv: 2001.07819 · arxiv_version: 2001.07819v2 · doi: 10.48550/arxiv.2001.07819 · pith_short_12: I53UEPPGLSDA · pith_short_16: I53UEPPGLSDACEFS · pith_short_8: I53UEPPG

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/I53UEPPGLSDACEFSNP36USASWU \
  | 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: 4777423de65c860110b26bf7ea4812b51597d9925a62a1b4a713704599d04403

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d86540f8f2627f4204b388d99652ba9b0cea2ffdbf76f1ffc3a630965e521eb1",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.LG",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-01-22T00:05:14Z",
    "title_canon_sha256": "7d0852e4e952cd64e11fb70bbca496a5594ab6a26b5680366947a268aee6c212"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.07819",
    "kind": "arxiv",
    "version": 2
  }
}