Pith Number

pith:5CL3GG6S

pith:2025:5CL3GG6SKFQXWUGOG3U7NMDJOM

not attested not anchored not stored refs pending

Information-theoretic Bayesian Optimization: Survey and Tutorial

Eduardo C. Garrido-Merch\'an

arxiv:2502.06789 v1 · 2025-01-22 · cs.LG · cs.AI · cs.IT · math.IT · 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{5CL3GG6SKFQXWUGOG3U7NMDJOM}

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

Generative AI for Industrial Contour Detection: A Language-Guided Vision System

Receipt and verification

First computed	2026-07-05T10:12:27.876312Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e897b31bd251617b50ce36e9f6b0697328694b7e21d1f7e13a66aa152718f57e

Aliases

arxiv: 2502.06789 · arxiv_version: 2502.06789v1 · doi: 10.48550/arxiv.2502.06789 · pith_short_12: 5CL3GG6SKFQX · pith_short_16: 5CL3GG6SKFQXWUGO · pith_short_8: 5CL3GG6S

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/5CL3GG6SKFQXWUGOG3U7NMDJOM \
  | 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: e897b31bd251617b50ce36e9f6b0697328694b7e21d1f7e13a66aa152718f57e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c45fabd4a06a2b8c13af2ba10c53637cb754f7158f0dcd8cc90103351ea1e84",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-22T10:54:15Z",
    "title_canon_sha256": "431a93d607181d16d05d63b60d5323920d040bf4b793a62aaf6e324862bedbee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06789",
    "kind": "arxiv",
    "version": 1
  }
}