Pith Number

pith:HQZMPJGH

pith:2022:HQZMPJGHHEXU2BLSEZEEU2UOK3

not attested not anchored not stored refs pending

Diffusion models for missing value imputation in tabular data

Nontawat Charoenphakdee, Shuhan Zheng

arxiv:2210.17128 v2 · 2022-10-31 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{HQZMPJGHHEXU2BLSEZEEU2UOK3}

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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

7 papers in Pith

Missing Pattern Recognized Diffusion Imputation Model for Missing Not At Random

Latent Diffusion for Missing Data

LLM-TabLogic: Preserving Inter-Column Logical Relationships in Synthetic Tabular Data via Prompt-Guided Latent Diffusion

MIDST Challenge at SaTML 2025: Membership Inference over Diffusion-models-based Synthetic Tabular data

CoreFlow: Low-Rank Matrix Generative Models

Receipt and verification

First computed	2026-07-05T05:50:10.173795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c32c7a4c7392f4d057226484a6a8e56fc2ccfbf90f5a6d713a212e76d113635

Aliases

arxiv: 2210.17128 · arxiv_version: 2210.17128v2 · doi: 10.48550/arxiv.2210.17128 · pith_short_12: HQZMPJGHHEXU · pith_short_16: HQZMPJGHHEXU2BLS · pith_short_8: HQZMPJGH

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/HQZMPJGHHEXU2BLSEZEEU2UOK3 \
  | 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: 3c32c7a4c7392f4d057226484a6a8e56fc2ccfbf90f5a6d713a212e76d113635

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "772b6b61c015d1c99cf4fa2847307c6974f574bfc9e07d9454094c68c761aa7c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-31T08:13:26Z",
    "title_canon_sha256": "99a8b2a4e3748dc0719430f2fd96f0d062e955e2e0cbdc7296092e012143614c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.17128",
    "kind": "arxiv",
    "version": 2
  }
}