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Pith Number

pith:Z7ZO6X6N

pith:2016:Z7ZO6X6NQNFIXAYIF7WJXGL32D
not attested not anchored not stored refs pending

GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution

Jos\'e Miguel Hern\'andez-Lobato, Matt J. Kusner

arxiv:1611.04051 v1 · 2016-11-12 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Z7ZO6X6NQNFIXAYIF7WJXGL32D}

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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.
Receipt and verification
First computed 2026-05-18T00:58:49.004787Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cff2ef5fcd834a8b83082fec9b997bd0e6a8d4ac75f8e69c9e593735a2b36ea9

Aliases

arxiv: 1611.04051 · arxiv_version: 1611.04051v1 · doi: 10.48550/arxiv.1611.04051 · pith_short_12: Z7ZO6X6NQNFI · pith_short_16: Z7ZO6X6NQNFIXAYI · pith_short_8: Z7ZO6X6N
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Z7ZO6X6NQNFIXAYIF7WJXGL32D \
  | 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: cff2ef5fcd834a8b83082fec9b997bd0e6a8d4ac75f8e69c9e593735a2b36ea9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e183f4baa1d1f5dd52c1592ef6802a04ccad5a871d48f6bf121e85e610b9c099",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-11-12T22:54:45Z",
    "title_canon_sha256": "a81c2d214e596e084747eb82e1f9c5481485eaa53d967bc445d63999f0fb4e68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.04051",
    "kind": "arxiv",
    "version": 1
  }
}