Pith Number

pith:GAORORXP

pith:2019:GAORORXPFVMWSTPLV334WB4KE7

not attested not anchored not stored refs pending

Anytime Tail Averaging

Nicolas Le Roux

arxiv:1902.05083 v2 · 2019-02-13 · cs.LG · stat.AP · 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{GAORORXPFVMWSTPLV334WB4KE7}

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

AutoSGD: Automatic Learning Rate Selection for Stochastic Gradient Descent

Receipt and verification

First computed	2026-05-17T23:53:08.683277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

301d1746ef2d59694debaef7cb078a27ca0e25aa79cb1babb08e2e1031979786

Aliases

arxiv: 1902.05083 · arxiv_version: 1902.05083v2 · doi: 10.48550/arxiv.1902.05083 · pith_short_12: GAORORXPFVMW · pith_short_16: GAORORXPFVMWSTPL · pith_short_8: GAORORXP

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/GAORORXPFVMWSTPLV334WB4KE7 \
  | 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: 301d1746ef2d59694debaef7cb078a27ca0e25aa79cb1babb08e2e1031979786

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c77308833f722cb0a6bfa59336f148c22860cea26c71d0a637f130c708ad10ed",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-13T19:00:25Z",
    "title_canon_sha256": "fc7b1ceeaac2a49d3771f474dc0874cef0192d21a6a2a85984373f69f1e030cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.05083",
    "kind": "arxiv",
    "version": 2
  }
}