Pith Number

pith:MKW3USEJ

pith:2018:MKW3USEJGFESA6RY6H3YT4JP7M

not attested not anchored not stored refs pending

Competitive Training of Mixtures of Independent Deep Generative Models

Bernhard Sch\"olkopf, Damien Vincent, Francesco Locatello, Gunnar R\"atsch, Ilya Tolstikhin, Sylvain Gelly

arxiv:1804.11130 v4 · 2018-04-30 · cs.LG · cs.AI · 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{MKW3USEJGFESA6RY6H3YT4JP7M}

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	2026-05-17T23:52:18.414726Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62adba48893149207a38f1f789f12ffb0e9c80be8759c7bd22ab526de99ca55f

Aliases

arxiv: 1804.11130 · arxiv_version: 1804.11130v4 · doi: 10.48550/arxiv.1804.11130 · pith_short_12: MKW3USEJGFES · pith_short_16: MKW3USEJGFESA6RY · pith_short_8: MKW3USEJ

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/MKW3USEJGFESA6RY6H3YT4JP7M \
  | 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: 62adba48893149207a38f1f789f12ffb0e9c80be8759c7bd22ab526de99ca55f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e92012636e6189d4f8c845b9b29a8c37eff6412c8defb5c336137d38f763a342",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-04-30T11:41:48Z",
    "title_canon_sha256": "38b4462a5177989ba26f68d07cef4092a510adead072308036147b4d7b76ce42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.11130",
    "kind": "arxiv",
    "version": 4
  }
}