Pith Number

pith:SYZZ7ATL

pith:2024:SYZZ7ATLZSWI3BNL3OSF4RMYW7

not attested not anchored not stored refs pending

Deep Generative Quantile Bayes

Jungeum Kim, Percy S. Zhai, Veronika Ro\v{c}kov\'a

arxiv:2410.08378 v2 · 2024-10-10 · stat.CO · stat.ME · 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{SYZZ7ATLZSWI3BNL3OSF4RMYW7}

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.

Cited by

1 paper in Pith

Likelihood-Free Adaptive Bayesian Inference via Nonparametric Distribution Matching

Receipt and verification

First computed	2026-07-05T10:55:53.872712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96339f826bccac8d85abdba45e4598b7e22a280d9d4f91236efd26416fecbb1b

Aliases

arxiv: 2410.08378 · arxiv_version: 2410.08378v2 · doi: 10.48550/arxiv.2410.08378 · pith_short_12: SYZZ7ATLZSWI · pith_short_16: SYZZ7ATLZSWI3BNL · pith_short_8: SYZZ7ATL

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/SYZZ7ATLZSWI3BNL3OSF4RMYW7 \
  | 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: 96339f826bccac8d85abdba45e4598b7e22a280d9d4f91236efd26416fecbb1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c63ea1f755d2b65e217ec0cda84bcc639dda4ce825add01bc34c78d3d5bbf021",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2024-10-10T21:25:15Z",
    "title_canon_sha256": "497f6c207e7fc64020381d2c06b0f0c29a7febc3d2effa789fa02f50430df931"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08378",
    "kind": "arxiv",
    "version": 2
  }
}