Pith Number

pith:7LY3HLFQ

pith:2026:7LY3HLFQZ5CI6OA25CTLQP33CH

not attested not anchored not stored refs pending

Goal-driven Bayesian Optimal Experimental Design for Robust Decision-Making Under Model Uncertainty

Byung-Jun Yoon, Jinwoo Go, Xiaoning Qian

arxiv:2605.26093 v1 · 2026-05-25 · cs.LG · 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{7LY3HLFQZ5CI6OA25CTLQP33CH}

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	2026-05-26T02:05:27.121133Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

faf1b3acb0cf448f381ae8a6b83f7b11ed247943989357e691755f8deb468aff

Aliases

arxiv: 2605.26093 · arxiv_version: 2605.26093v1 · doi: 10.48550/arxiv.2605.26093 · pith_short_12: 7LY3HLFQZ5CI · pith_short_16: 7LY3HLFQZ5CI6OA2 · pith_short_8: 7LY3HLFQ

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/7LY3HLFQZ5CI6OA25CTLQP33CH \
  | 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: faf1b3acb0cf448f381ae8a6b83f7b11ed247943989357e691755f8deb468aff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d475521855d0f97e16979af709d33e78d78bc04da3967475bd34b5460d3723eb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-25T17:53:18Z",
    "title_canon_sha256": "d0bdd796eff4bf3e8d82c86b31dc85c6a0b94e9c1ce730474819f745ac5dacff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.26093",
    "kind": "arxiv",
    "version": 1
  }
}