Pith Number

pith:BUHSFSP6

pith:2020:BUHSFSP6W3ZLVBVR4ZLZKDGUDL

not attested not anchored not stored refs pending

A Bayesian Perspective on Training Speed and Model Selection

Binxin Ru, Clare Lyle, Lisa Schut, Mark van der Wilk, Yarin Gal

arxiv:2010.14499 v1 · 2020-10-27 · 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{BUHSFSP6W3ZLVBVR4ZLZKDGUDL}

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	2026-07-05T01:46:35.146909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d0f22c9feb6f2ba86b1e657950cd41ad78b85d8f2aad14b98e5e47fbd5372b2

Aliases

arxiv: 2010.14499 · arxiv_version: 2010.14499v1 · doi: 10.48550/arxiv.2010.14499 · pith_short_12: BUHSFSP6W3ZL · pith_short_16: BUHSFSP6W3ZLVBVR · pith_short_8: BUHSFSP6

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/BUHSFSP6W3ZLVBVR4ZLZKDGUDL \
  | 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: 0d0f22c9feb6f2ba86b1e657950cd41ad78b85d8f2aad14b98e5e47fbd5372b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "671b84361680ba4569b76ae63bcc52cc74bb65428af9cfcee46c9acad20b68d8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-27T17:56:14Z",
    "title_canon_sha256": "e93460937e8056647d160319154932f570d9c616b201cbe3768addb281651e93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.14499",
    "kind": "arxiv",
    "version": 1
  }
}