Pith Number

pith:CEISK5QB

pith:2018:CEISK5QBPNQNA4BAB7BRYJ2X3T

not attested not anchored not stored refs pending

Learning with Random Learning Rates

L\'eonard Blier, Pierre Wolinski, Yann Ollivier

arxiv:1810.01322 v3 · 2018-10-02 · cs.LG · cs.NE · 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{CEISK5QBPNQNA4BAB7BRYJ2X3T}

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

Scalable Hyperparameter-Divergent Ensemble Training with Automatic Learning Rate Exploration for Large Models

Receipt and verification

First computed	2026-05-17T23:55:19.609142Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11112576017b60d070200fc31c2757dcf786322b4a2ef5a6983a1b309404ab78

Aliases

arxiv: 1810.01322 · arxiv_version: 1810.01322v3 · doi: 10.48550/arxiv.1810.01322 · pith_short_12: CEISK5QBPNQN · pith_short_16: CEISK5QBPNQNA4BA · pith_short_8: CEISK5QB

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/CEISK5QBPNQNA4BAB7BRYJ2X3T \
  | 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: 11112576017b60d070200fc31c2757dcf786322b4a2ef5a6983a1b309404ab78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aaae59f50b7dba341274008d4c2efbcd499aafd53d8a2f7e119c694c3823124f",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-02T15:21:07Z",
    "title_canon_sha256": "a56922364608d29acb75a3204c472bb20f3902cd01ef13da17ed32b889a44bbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.01322",
    "kind": "arxiv",
    "version": 3
  }
}