Pith Number

pith:CCYVU4HB

pith:2020:CCYVU4HBJ4P3BFIZ5GGNT5THHG

not attested not anchored not stored refs pending

Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation

Andreas Hellander, Fredrik Wrede, Mattias {\AA}kesson, Prashant Singh

arxiv:2001.11760 v5 · 2020-01-31 · 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{CCYVU4HBJ4P3BFIZ5GGNT5THHG}

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	2026-07-05T02:30:56.723816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10b15a70e14f1fb09519e98cd9f6673992761fd5cc300b47c36d90e9d38c0fc8

Aliases

arxiv: 2001.11760 · arxiv_version: 2001.11760v5 · doi: 10.48550/arxiv.2001.11760 · pith_short_12: CCYVU4HBJ4P3 · pith_short_16: CCYVU4HBJ4P3BFIZ · pith_short_8: CCYVU4HB

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/CCYVU4HBJ4P3BFIZ5GGNT5THHG \
  | 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: 10b15a70e14f1fb09519e98cd9f6673992761fd5cc300b47c36d90e9d38c0fc8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2c53bc2c9e57d7c4c69d12873db7d93daa321c8658421671b07b82c12285c78",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-01-31T10:46:30Z",
    "title_canon_sha256": "e11a9cf1598575afed602187e42ee828a17b2de9e17ca6a477f948b91c9865cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.11760",
    "kind": "arxiv",
    "version": 5
  }
}