pith. sign in
Pith Number

pith:DYPIK6ME

pith:2017:DYPIK6ME3MB3EMI2DUEM7AWTEW
not attested not anchored not stored refs pending

Learning a Generative Model for Validity in Complex Discrete Structures

Brooks Paige, David Janz, Jos\'e Miguel Hern\'andez-Lobato, Jos van der Westhuizen, Matt J. Kusner

arxiv:1712.01664 v4 · 2017-12-05 · stat.ML · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DYPIK6ME3MB3EMI2DUEM7AWTEW}

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

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 2026-05-18T00:01:43.724851Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1e1e857984db03b2311a1d08cf82d3259258a9a9914cbbbe6bdf17667a53a466

Aliases

arxiv: 1712.01664 · arxiv_version: 1712.01664v4 · doi: 10.48550/arxiv.1712.01664 · pith_short_12: DYPIK6ME3MB3 · pith_short_16: DYPIK6ME3MB3EMI2 · pith_short_8: DYPIK6ME
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DYPIK6ME3MB3EMI2DUEM7AWTEW \
  | 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: 1e1e857984db03b2311a1d08cf82d3259258a9a9914cbbbe6bdf17667a53a466
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4dcd8339eaddebb16ac2ea6f9eab8945ce55ca09f922e3bd39ebbd3ccaa57bff",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-12-05T14:36:23Z",
    "title_canon_sha256": "4b0b1b188e4cca52238d8bce3fb093e8ed45d8218a104db93640291b1355b883"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.01664",
    "kind": "arxiv",
    "version": 4
  }
}