Pith Number

pith:6765QYGQ

pith:2026:6765QYGQQNV6ZWO4WD4QF2WMKO

not attested not anchored not stored refs pending

Optimal-Point Variance Reduction For Bayesian Optimization With Regret Guarantee

Shion Takeno

arxiv:2606.00956 v1 · 2026-05-31 · 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{6765QYGQQNV6ZWO4WD4QF2WMKO}

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	2026-06-02T01:04:10.402014Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7fdd860d0836becd9dcb0f902eacc53bb29cd0ded33719b170d6837ce8c495d

Aliases

arxiv: 2606.00956 · arxiv_version: 2606.00956v1 · doi: 10.48550/arxiv.2606.00956 · pith_short_12: 6765QYGQQNV6 · pith_short_16: 6765QYGQQNV6ZWO4 · pith_short_8: 6765QYGQ

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/6765QYGQQNV6ZWO4WD4QF2WMKO \
  | 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: f7fdd860d0836becd9dcb0f902eacc53bb29cd0ded33719b170d6837ce8c495d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db1f90bf1dee69e81096230518a6bfd7b2f0f51b4cdfc390523b1b09cdb88153",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-31T02:16:21Z",
    "title_canon_sha256": "f6f0c4cf3efe7dba22b280d09113bc59c1fd2e7f0cde308acda51d82f5ab1294"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00956",
    "kind": "arxiv",
    "version": 1
  }
}