Pith Number

pith:VFIZ3LCY

pith:2017:VFIZ3LCYX43GLH54R6Q2QLXXVD

not attested not anchored not stored refs pending

Bayesian Optimization with Gradients

Andrew Gordon Wilson, Jian Wu, Matthias Poloczek, Peter I. Frazier

arxiv:1703.04389 v3 · 2017-03-13 · stat.ML · cs.AI · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VFIZ3LCYX43GLH54R6Q2QLXXVD}

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

Bayesian E(3)-Equivariant Interatomic Potential with Iterative Restratification of Many-body Message Passing

Receipt and verification

First computed	2026-05-18T00:24:10.344694Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9519dac58bf36659fbc8fa1a82ef7a8f1bb81026096ffdcbcf30da896097f08

Aliases

arxiv: 1703.04389 · arxiv_version: 1703.04389v3 · doi: 10.48550/arxiv.1703.04389 · pith_short_12: VFIZ3LCYX43G · pith_short_16: VFIZ3LCYX43GLH54 · pith_short_8: VFIZ3LCY

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/VFIZ3LCYX43GLH54R6Q2QLXXVD \
  | 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: a9519dac58bf36659fbc8fa1a82ef7a8f1bb81026096ffdcbcf30da896097f08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb0dad7ab0d5d35bad98d882b2bb4a8033618ae72f04073f4675499e531463d5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-03-13T13:45:13Z",
    "title_canon_sha256": "7ce1869180cb5d719a2aaee3b32faff0ad32f33ead3d38ee8974ce4e3f749672"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.04389",
    "kind": "arxiv",
    "version": 3
  }
}