Pith Number

pith:A5OWNPM5

pith:2019:A5OWNPM5GTSDO26GLQIVK7ODCT

not attested not anchored not stored refs pending

Non-asymptotic Analysis of Biased Stochastic Approximation Scheme

Belhal Karimi, Blazej Miasojedow, Eric Moulines, Hoi-To Wai

arxiv:1902.00629 v4 · 2019-02-02 · stat.ML · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A5OWNPM5GTSDO26GLQIVK7ODCT}

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	2026-05-17T23:43:16.835093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

075d66bd9d34e4376bc65c11557dc314e1f98a7f61ff640879e1042240f38b3f

Aliases

arxiv: 1902.00629 · arxiv_version: 1902.00629v4 · doi: 10.48550/arxiv.1902.00629 · pith_short_12: A5OWNPM5GTSD · pith_short_16: A5OWNPM5GTSDO26G · pith_short_8: A5OWNPM5

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/A5OWNPM5GTSDO26GLQIVK7ODCT \
  | 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: 075d66bd9d34e4376bc65c11557dc314e1f98a7f61ff640879e1042240f38b3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90005a001d507ec2777c2509277d74d420e7ae3d01cbcba13dae44735c3ca137",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-02-02T02:45:49Z",
    "title_canon_sha256": "ebd116894d0dbc1c37d8c718c2c7825a28379b032a8d301e40d58a494a381981"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.00629",
    "kind": "arxiv",
    "version": 4
  }
}