Pith Number

pith:5HXMLNPU

pith:2013:5HXMLNPUBCBMRBSC6CISWZMQCI

not attested not anchored not stored refs pending

Non-stationary Stochastic Optimization

A. Zeevi, O. Besbes, Y. Gur

arxiv:1307.5449 v2 · 2013-07-20 · math.PR · cs.LG · 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{5HXMLNPUBCBMRBSC6CISWZMQCI}

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.

Receipt and verification

First computed	2026-05-17T23:44:05.029599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9eec5b5f40882c88642f0912b65901206c2753e90df80351938961f347da3fa

Aliases

arxiv: 1307.5449 · arxiv_version: 1307.5449v2 · doi: 10.48550/arxiv.1307.5449 · pith_short_12: 5HXMLNPUBCBM · pith_short_16: 5HXMLNPUBCBMRBSC · pith_short_8: 5HXMLNPU

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/5HXMLNPUBCBMRBSC6CISWZMQCI \
  | 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: e9eec5b5f40882c88642f0912b65901206c2753e90df80351938961f347da3fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "980301bc856424aa75d8061da4366affdffbc989901fde63576804521782fdd5",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.PR",
    "submitted_at": "2013-07-20T18:46:01Z",
    "title_canon_sha256": "a455688a18ea34fc9404d04b7e03dedc2b8fbd747b507ff9e0c95a34007bd80a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1307.5449",
    "kind": "arxiv",
    "version": 2
  }
}