Pith Number

pith:4JBANNCL

pith:2019:4JBANNCLIN3YBKZPF3OKZX7CP6

not attested not anchored not stored refs pending

Conditional Density Estimation with Neural Networks: Best Practices and Benchmarks

Fabio Ferreira, Jonas Rothfuss, Maxim Ulrich, Simon Walther

arxiv:1903.00954 v2 · 2019-03-03 · stat.ML · cs.LG · q-fin.CP · q-fin.ST

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4JBANNCLIN3YBKZPF3OKZX7CP6}

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

2 papers in Pith

Free Energy Manifold: Score-Based Inference for Hybrid Bayesian Networks

Exploring climate change effects on concurrent floods and concurrent droughts via statistical deep learning

Receipt and verification

First computed	2026-05-17T23:48:39.423048Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e24206b44b437780ab2f2edcacdfe27fb0ca71c408eecac7923447fd08c9fbbf

Aliases

arxiv: 1903.00954 · arxiv_version: 1903.00954v2 · doi: 10.48550/arxiv.1903.00954 · pith_short_12: 4JBANNCLIN3Y · pith_short_16: 4JBANNCLIN3YBKZP · pith_short_8: 4JBANNCL

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/4JBANNCLIN3YBKZPF3OKZX7CP6 \
  | 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: e24206b44b437780ab2f2edcacdfe27fb0ca71c408eecac7923447fd08c9fbbf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4ca6a4eae7925ce39468c97717d85b85ebc20254a3f7d7490a5fc32e87fccf7",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.CP",
      "q-fin.ST"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-03-03T18:15:20Z",
    "title_canon_sha256": "43090dd522d9e4b92b6e914c0d62b4a63518a3bfa3f52038edfaad4e133ec737"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.00954",
    "kind": "arxiv",
    "version": 2
  }
}