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Pith Number

pith:TISYRPBP

pith:2020:TISYRPBPIWV4YSLO3YYFRSCSIV
not attested not anchored not stored refs pending

Distribution Approximation and Statistical Estimation Guarantees of Generative Adversarial Networks

Hongyuan Zha, Minshuo Chen, Tuo Zhao, Wenjing Liao

arxiv:2002.03938 v3 · 2020-02-10 · 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{TISYRPBPIWV4YSLO3YYFRSCSIV}

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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

3 papers in Pith

Testing Equality of Conditional Distributions via Generative Models
Theoretical Analysis of Engression and Reverse Markov Engression
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods
Receipt and verification
First computed 2026-07-05T04:42:12.186448Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9a2588bc2f45abcc496ede3058c85245741a85217f5ffd3e2435105339837c44

Aliases

arxiv: 2002.03938 · arxiv_version: 2002.03938v3 · doi: 10.48550/arxiv.2002.03938 · pith_short_12: TISYRPBPIWV4 · pith_short_16: TISYRPBPIWV4YSLO · pith_short_8: TISYRPBP
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/TISYRPBPIWV4YSLO3YYFRSCSIV \
  | 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: 9a2588bc2f45abcc496ede3058c85245741a85217f5ffd3e2435105339837c44
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "23679c44fc54b52ae92a2c8c948b8023dd5c5c23604ab406f82a7fc17d563b2f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-10T16:47:57Z",
    "title_canon_sha256": "aecf4faa5cef0df77598916b07909d81953c32cad6ebe518b7766f8af4e67d53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.03938",
    "kind": "arxiv",
    "version": 3
  }
}