Pith Number

pith:KY4RD4UF

pith:2017:KY4RD4UFQNBJRBCUP5F6EHSC6Q

not attested not anchored not stored refs pending

Toward Optimal Run Racing: Application to Deep Learning Calibration

Damien Vincent, Karol Kurach, Marc Schoenauer, Michele Sebag, Olivier Bousquet, Olivier Teytaud, Sylvain Gelly

arxiv:1706.03199 v2 · 2017-06-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KY4RD4UFQNBJRBCUP5F6EHSC6Q}

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	2026-05-18T00:42:04.343973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

563911f28583429884547f4be21e42f41549811e07ab4bbd759c02d0444d91be

Aliases

arxiv: 1706.03199 · arxiv_version: 1706.03199v2 · doi: 10.48550/arxiv.1706.03199 · pith_short_12: KY4RD4UFQNBJ · pith_short_16: KY4RD4UFQNBJRBCU · pith_short_8: KY4RD4UF

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/KY4RD4UFQNBJRBCUP5F6EHSC6Q \
  | 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: 563911f28583429884547f4be21e42f41549811e07ab4bbd759c02d0444d91be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e930682c2c6c5b94fca85f1e7f9b8bfa658306fb87ac4a4389ef3d6f009453b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-10T07:55:38Z",
    "title_canon_sha256": "2f1f33643621c3b40e9446f5c31ac05ba7f9c49f81df0c37e61d980658eef609"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.03199",
    "kind": "arxiv",
    "version": 2
  }
}