Pith Number

pith:YLIYTQ7S

pith:2014:YLIYTQ7SH7FRBFYBJ2D2YFQA4Z

not attested not anchored not stored refs pending

Input Warping for Bayesian Optimization of Non-stationary Functions

Jasper Snoek, Kevin Swersky, Richard S. Zemel, Ryan P. Adams

arxiv:1402.0929 v3 · 2014-02-05 · stat.ML · 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{YLIYTQ7SH7FRBFYBJ2D2YFQA4Z}

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	2026-05-18T02:49:53.665904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2d189c3f23fcb1097014e87ac1600e67aa72f42c7f6d0e63a22627bfe5d2e75

Aliases

arxiv: 1402.0929 · arxiv_version: 1402.0929v3 · doi: 10.48550/arxiv.1402.0929 · pith_short_12: YLIYTQ7SH7FR · pith_short_16: YLIYTQ7SH7FRBFYB · pith_short_8: YLIYTQ7S

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/YLIYTQ7SH7FRBFYBJ2D2YFQA4Z \
  | 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: c2d189c3f23fcb1097014e87ac1600e67aa72f42c7f6d0e63a22627bfe5d2e75

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2e6abe91811226b9b866ae33626abf620f86125c1ab197fa10ad60599d94d4b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-02-05T03:55:39Z",
    "title_canon_sha256": "12c6c230c24c74986d9e869acabe5525e016637e74229f7c5ca1a30892507602"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1402.0929",
    "kind": "arxiv",
    "version": 3
  }
}