Pith Number

pith:4PYVDK4E

pith:2017:4PYVDK4EGOMKUCKPTVHJ4TRCHJ

not attested not anchored not stored refs pending

Adaptive Sampling Strategies for Stochastic Optimization

Jorge Nocedal, Raghu Bollapragada, Richard Byrd

arxiv:1710.11258 v1 · 2017-10-30 · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4PYVDK4EGOMKUCKPTVHJ4TRCHJ}

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

AdLoCo: adaptive batching significantly improves communications efficiency and convergence for Large Language Models

Receipt and verification

First computed	2026-05-18T00:31:44.445238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3f151ab843398aa094f9d4e9e4e223a51b2c50d1c8301030eb42da95b5dbade

Aliases

arxiv: 1710.11258 · arxiv_version: 1710.11258v1 · doi: 10.48550/arxiv.1710.11258 · pith_short_12: 4PYVDK4EGOMK · pith_short_16: 4PYVDK4EGOMKUCKP · pith_short_8: 4PYVDK4E

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/4PYVDK4EGOMKUCKPTVHJ4TRCHJ \
  | 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: e3f151ab843398aa094f9d4e9e4e223a51b2c50d1c8301030eb42da95b5dbade

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccabf184d7742456d88520103fc342663a4577741be00a0051ce3a5427c2d97f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2017-10-30T22:01:56Z",
    "title_canon_sha256": "b9c02fad73caa3a267760e89f9af156e0a24fb9f65758bf42dadb9f602097a69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.11258",
    "kind": "arxiv",
    "version": 1
  }
}