Pith Number

pith:2233FGMP

pith:2015:2233FGMPFUSW6WL25DQ2MTORV3

not attested not anchored not stored refs pending

A geometric alternative to Nesterov's accelerated gradient descent

Mohit Singh, S\'ebastien Bubeck, Yin Tat Lee

arxiv:1506.08187 v1 · 2015-06-26 · math.OC · cs.DS · cs.LG · cs.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2233FGMPFUSW6WL25DQ2MTORV3}

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

2 papers in Pith

Adaptive Federated Optimization

Perfect Parallelization in Mini-Batch SGD with Classical Momentum Acceleration

Receipt and verification

First computed	2026-05-18T01:37:44.141163Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6b7b2998f2d256f597ae8e1a64dd1aed1cec4baf0315f68692ca69e9fa09361

Aliases

arxiv: 1506.08187 · arxiv_version: 1506.08187v1 · doi: 10.48550/arxiv.1506.08187 · pith_short_12: 2233FGMPFUSW · pith_short_16: 2233FGMPFUSW6WL2 · pith_short_8: 2233FGMP

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/2233FGMPFUSW6WL25DQ2MTORV3 \
  | 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: d6b7b2998f2d256f597ae8e1a64dd1aed1cec4baf0315f68692ca69e9fa09361

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96c6f5445465db0de15c453c3fa327c70c639f77dd2f67d28f8be7be895328dc",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.LG",
      "cs.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2015-06-26T19:39:50Z",
    "title_canon_sha256": "5a443d82367ce83729d639a6e6124693f0fa407854ab5b7c00a5f1f18e89f3ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1506.08187",
    "kind": "arxiv",
    "version": 1
  }
}