Pith Number

pith:CQJ2CAXV

pith:2019:CQJ2CAXVPIOKAWMZODAI2KZ5PU

not attested not anchored not stored refs pending

Improving Missing Data Imputation with Deep Generative Models

Christian A. Hammerschmidt, Radu State, Ramiro D. Camino

arxiv:1902.10666 v1 · 2019-02-27 · 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{CQJ2CAXVPIOKAWMZODAI2KZ5PU}

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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

2 papers in Pith

From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research

Efficacy Analysis in Clinical Trials: A Comprehensive Review of Statistical and Machine Learning Approaches

Receipt and verification

First computed	2026-05-17T23:52:30.258773Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1413a102f57a1ca0599970c08d2b3d7d09b71d85938b012b76844e2b9e4af2c2

Aliases

arxiv: 1902.10666 · arxiv_version: 1902.10666v1 · doi: 10.48550/arxiv.1902.10666 · pith_short_12: CQJ2CAXVPIOK · pith_short_16: CQJ2CAXVPIOKAWMZ · pith_short_8: CQJ2CAXV

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/CQJ2CAXVPIOKAWMZODAI2KZ5PU \
  | 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: 1413a102f57a1ca0599970c08d2b3d7d09b71d85938b012b76844e2b9e4af2c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f509d2aefb7edb81c4620867f6595712d25c110b1d2c9f96f603031dbc4e4801",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-27T18:01:06Z",
    "title_canon_sha256": "97a883c324985792d4cfd513067290e762fa436eb35337c13dc1087cb97f28d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.10666",
    "kind": "arxiv",
    "version": 1
  }
}