Pith Number

pith:QOSL2EBD

pith:2018:QOSL2EBDIZ7TBGBEM5I3A6GAQ7

not attested not anchored not stored refs pending

Synthesizing Tabular Data using Generative Adversarial Networks

Kalyan Veeramachaneni, Lei Xu

arxiv:1811.11264 v1 · 2018-11-27 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QOSL2EBDIZ7TBGBEM5I3A6GAQ7}

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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

6 papers in Pith

Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning

Posterior-Calibrated Causal Circuits in Variational Autoencoders: Why Image-Domain Interpretability Fails on Tabular Data

Synthesizing real-world distributions from high-dimensional Gaussian Noise with Fully Connected Neural Network

Synthetic Flight Data Generation Using Generative Models

Generative Augmentation of Imbalanced Flight Records for Flight Diversion Prediction: A Multi-objective Optimisation Framework

Receipt and verification

First computed	2026-05-17T23:59:43.174646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83a4bd1023467f3098246751b078c087d0af4e2821f2f04bdfac6555a785e749

Aliases

arxiv: 1811.11264 · arxiv_version: 1811.11264v1 · doi: 10.48550/arxiv.1811.11264 · pith_short_12: QOSL2EBDIZ7T · pith_short_16: QOSL2EBDIZ7TBGBE · pith_short_8: QOSL2EBD

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/QOSL2EBDIZ7TBGBEM5I3A6GAQ7 \
  | 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: 83a4bd1023467f3098246751b078c087d0af4e2821f2f04bdfac6555a785e749

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca6dee0f286598e149e5c0e76aa94b5dfe8830898a91a11004e4afeff682b9e1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-27T21:13:54Z",
    "title_canon_sha256": "95760ec6d3951e578ee5bae0c01edf80cd59820734fdf91987d26da1d9d9d4ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.11264",
    "kind": "arxiv",
    "version": 1
  }
}