Pith Number

pith:WV76NGPY

pith:2024:WV76NGPYNRKCI3SOH5Z3HTTNXC

not attested not anchored not stored refs pending

Asynchronous Batch Bayesian Optimization with Pipelining Evaluations for Experimental Resource$\unicode{x2013}$constrained Conditions

Akira Funahashi, Takahiro G. Yamada, Takashi Morikura, Yujin Taguchi, Yusuke Hiki, Yusuke Shibuya

arxiv:2412.04392 v1 · 2024-12-05 · 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{WV76NGPYNRKCI3SOH5Z3HTTNXC}

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	2026-07-05T09:45:03.381975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b57fe699f86c54246e4e3f73b3ce6db8928dbf8398338484676df6cac1233214

Aliases

arxiv: 2412.04392 · arxiv_version: 2412.04392v1 · doi: 10.48550/arxiv.2412.04392 · pith_short_12: WV76NGPYNRKC · pith_short_16: WV76NGPYNRKCI3SO · pith_short_8: WV76NGPY

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/WV76NGPYNRKCI3SOH5Z3HTTNXC \
  | 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: b57fe699f86c54246e4e3f73b3ce6db8928dbf8398338484676df6cac1233214

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64b6bdf6c454de708343be0d171c48816b9c109c115a5a19a05b00b30f16937e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-05T18:06:09Z",
    "title_canon_sha256": "fa70347a0df06c61771fce3b7950c7a6ab3cf14d71f021bb9db65799d7b97119"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04392",
    "kind": "arxiv",
    "version": 1
  }
}