Pith Number

pith:AZH6YPET

pith:2019:AZH6YPETEMX54JYHCDC7SUEYWK

not attested not anchored not stored refs pending

Why Not to Use Zero Imputation? Correcting Sparsity Bias in Training Neural Networks

Eunho Yang, Joonyoung Yi, Juhyuk Lee, Kwang Joon Kim, Sung Ju Hwang

arxiv:1906.00150 v5 · 2019-06-01 · 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{AZH6YPETEMX54JYHCDC7SUEYWK}

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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

AugMask: Training Diffusion Models on Incomplete Tabular Data via Stochastic Augmentation and Masking

Receipt and verification

First computed	2026-07-05T00:38:45.285357Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

064fec3c93232fde270710c5f95098b2ae21e906c06dc82d46fe11defaac4f8f

Aliases

arxiv: 1906.00150 · arxiv_version: 1906.00150v5 · doi: 10.48550/arxiv.1906.00150 · pith_short_12: AZH6YPETEMX5 · pith_short_16: AZH6YPETEMX54JYH · pith_short_8: AZH6YPET

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/AZH6YPETEMX54JYHCDC7SUEYWK \
  | 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: 064fec3c93232fde270710c5f95098b2ae21e906c06dc82d46fe11defaac4f8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "220cfe2a769d115f5a71a71879d14633db7c8eb62dca3eea2b80bdecfb007f6b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-01T04:03:53Z",
    "title_canon_sha256": "c97f67547020fac18f4ac11458aee93a73a950de8d8985b90a1c7be391976575"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00150",
    "kind": "arxiv",
    "version": 5
  }
}