Pith Number

pith:G4GJHROY

pith:2026:G4GJHROYOWDGEDI6BMLR5CMLJR

not attested not anchored not stored refs pending

Improving Bayesian Optimization via Training-Aware Conditional Diffusion Models

Enlu Zhou, Haowei Wang, Szu Hui Ng, Yilin Zheng

arxiv:2606.08438 v1 · 2026-06-07 · 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{G4GJHROYOWDGEDI6BMLR5CMLJR}

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	2026-06-09T01:05:36.596912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

370c93c5d87586620d1e0b171e898b4c78458040d53fbcf9c6f852fcfb3ad773

Aliases

arxiv: 2606.08438 · arxiv_version: 2606.08438v1 · doi: 10.48550/arxiv.2606.08438 · pith_short_12: G4GJHROYOWDG · pith_short_16: G4GJHROYOWDGEDI6 · pith_short_8: G4GJHROY

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/G4GJHROYOWDGEDI6BMLR5CMLJR \
  | 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: 370c93c5d87586620d1e0b171e898b4c78458040d53fbcf9c6f852fcfb3ad773

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6b27fba1ea38a1f51de702c340491033d0ae3e588665a6e0ba7af3d040ec851",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-06-07T03:29:45Z",
    "title_canon_sha256": "d4836245655931f98b209ed7f37de1fbaf0ca69c9470c527f39cff2d04e8a8da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.08438",
    "kind": "arxiv",
    "version": 1
  }
}