Pith Number

pith:UGEQWWIL

pith:2019:UGEQWWILUFWZA3HNEWTMRRFIZP

not attested not anchored not stored refs pending

MisGAN: Learning from Incomplete Data with Generative Adversarial Networks

Benjamin Marlin, Bo Jiang, Steven Cheng-Xian Li

arxiv:1902.09599 v1 · 2019-02-25 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UGEQWWILUFWZA3HNEWTMRRFIZP}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

Incomplete Data, Complete Dynamics: A Diffusion Approach

Missingness-aware Data Imputation via AI-powered Bayesian Generative Modeling

Receipt and verification

First computed	2026-05-17T23:52:45.150863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1890b590ba16d906ced25a6c8c4a8cbd495b0c7fe4e8f9e1ebda6557b7f8c4b

Aliases

arxiv: 1902.09599 · arxiv_version: 1902.09599v1 · doi: 10.48550/arxiv.1902.09599 · pith_short_12: UGEQWWILUFWZ · pith_short_16: UGEQWWILUFWZA3HN · pith_short_8: UGEQWWIL

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/UGEQWWILUFWZA3HNEWTMRRFIZP \
  | 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: a1890b590ba16d906ced25a6c8c4a8cbd495b0c7fe4e8f9e1ebda6557b7f8c4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9c03fbf1984108e00df8221f390931b06201b10269d6862b401232963d4af4e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-25T20:24:35Z",
    "title_canon_sha256": "6bfd59eea1d19597cf97acd69af559269222fbf75229bb5bdbb45a8b7808930e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.09599",
    "kind": "arxiv",
    "version": 1
  }
}