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Pith Number

pith:F34RTOCH

pith:2017:F34RTOCHXTSB5A7QNVAZWDT62J
not attested not anchored not stored refs pending

Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields

Bernhard Nessler, Calvin Seward, G\"unter Klambauer, Hubert Ramsauer, Martin Heusel, Sepp Hochreiter, Thomas Unterthiner

arxiv:1708.08819 v3 · 2017-08-29 · cs.LG · cs.GT · stat.ML

Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open

Cited by

1 paper in Pith

Receipt and verification
First computed2026-05-18T00:24:51.838856Z
Builderpith-number-builder-2026-05-17-v1
SignaturePith Ed25519 (pith-v1-2026-05) · public key
Schemapith-number/v1.0

Canonical hash

2ef919b847bce41e83f06d419b0e7ed27e233ff7f0312d61d4478bc5a390bbb2

Aliases

arxiv: 1708.08819 · arxiv_version: 1708.08819v3 · doi: 10.48550/arxiv.1708.08819
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/F34RTOCHXTSB5A7QNVAZWDT62J \
  | 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: 2ef919b847bce41e83f06d419b0e7ed27e233ff7f0312d61d4478bc5a390bbb2
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d3fa1f80a3209072e8557dac7ddc2f9f97225403a5b500119592bfaf89442951",
    "cross_cats_sorted": [
      "cs.GT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-08-29T15:22:03Z",
    "title_canon_sha256": "215e74948f21c894aa3d18b46c09368ac612e849ea781ab7edea9ed09746bccf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.08819",
    "kind": "arxiv",
    "version": 3
  }
}