Pith Number

pith:TMTSRCIQ

pith:2018:TMTSRCIQC3BSF4QDURPJ6ZDKSC

not attested not anchored not stored refs pending

Likelihood-free inference with an improved cross-entropy estimator

Gilles Louppe, Johann Brehmer, Juan Pavez, Kyle Cranmer, Markus Stoye

arxiv:1808.00973 v1 · 2018-08-02 · stat.ML · cs.LG · hep-ph · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TMTSRCIQC3BSF4QDURPJ6ZDKSC}

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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

LSST Strong Lensing Systems Dark Matter Sensitivity Analysis with Neural Ratio Estimators

Receipt and verification

First computed	2026-05-18T00:08:59.468954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b2728891016c322f203a45e9f646a90882eded013beef40b859b68c917c0b6b

Aliases

arxiv: 1808.00973 · arxiv_version: 1808.00973v1 · doi: 10.48550/arxiv.1808.00973 · pith_short_12: TMTSRCIQC3BS · pith_short_16: TMTSRCIQC3BSF4QD · pith_short_8: TMTSRCIQ

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/TMTSRCIQC3BSF4QDURPJ6ZDKSC \
  | 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: 9b2728891016c322f203a45e9f646a90882eded013beef40b859b68c917c0b6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7e8945a4b1102eba99a91eaa1598f86cfc3f493d0cc1a81501847a24331c8bc",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ph",
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-08-02T18:00:08Z",
    "title_canon_sha256": "bb2070e7c6a4b2a2d1061fbe604b3713bec3bc3a709b969b25914e5be3052f98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.00973",
    "kind": "arxiv",
    "version": 1
  }
}