Pith Number

pith:2APP2GZC

pith:2012:2APP2GZCRASYH3K5RIX7I36ODH

not attested not anchored not stored refs pending

No-Regret Algorithms for Unconstrained Online Convex Optimization

H. Brendan McMahan, Matthew Streeter

arxiv:1211.2260 v1 · 2012-11-09 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2APP2GZCRASYH3K5RIX7I36ODH}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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 Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization

Receipt and verification

First computed	2026-05-18T03:41:03.966277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d01efd1b22882583ed5d8a2ff46fce19cd2148f96253117ff2a059716afb1dbf

Aliases

arxiv: 1211.2260 · arxiv_version: 1211.2260v1 · doi: 10.48550/arxiv.1211.2260 · pith_short_12: 2APP2GZCRASY · pith_short_16: 2APP2GZCRASYH3K5 · pith_short_8: 2APP2GZC

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/2APP2GZCRASYH3K5RIX7I36ODH \
  | 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: d01efd1b22882583ed5d8a2ff46fce19cd2148f96253117ff2a059716afb1dbf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94d2d04490a51f25ee4943fd32a5ac54e3b6f638ece451cf1b0492cdefc2e62d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-11-09T22:13:10Z",
    "title_canon_sha256": "46a7f55e89355fc6158ffd92629792cc9a37e72a199b10b9da2af9650df4399f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1211.2260",
    "kind": "arxiv",
    "version": 1
  }
}