Pith Number

pith:GAR23UPD

pith:2026:GAR23UPDKYMBRLK6E4ZLYHAI55

not attested not anchored not stored refs pending

Testing Neural Networks via Bayesian-Guided Exploration of Decision Landscapes

Bin Duan, Guowei Yang, Meiru Che

arxiv:2606.04314 v1 · 2026-06-03 · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GAR23UPDKYMBRLK6E4ZLYHAI55}

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	2026-06-04T01:09:03.293547Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3023add1e3561818ad5e2732bc1c08ef4cd5c8822a911c7e5936a5f95e96e5c7

Aliases

arxiv: 2606.04314 · arxiv_version: 2606.04314v1 · doi: 10.48550/arxiv.2606.04314 · pith_short_12: GAR23UPDKYMB · pith_short_16: GAR23UPDKYMBRLK6 · pith_short_8: GAR23UPD

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/GAR23UPDKYMBRLK6E4ZLYHAI55 \
  | 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: 3023add1e3561818ad5e2732bc1c08ef4cd5c8822a911c7e5936a5f95e96e5c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b8930f9b04291fd29207f3423a3effb6001a0dcb8850a524092697d62fc62c1",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-03T00:42:10Z",
    "title_canon_sha256": "53a22ee890376cab8df858d8314108210b102bb9912969e27632e1600e671f67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04314",
    "kind": "arxiv",
    "version": 1
  }
}