Pith Number

pith:LEOUMYBC

pith:2021:LEOUMYBCBHVW4FT74MRJXZQ5V7

not attested not anchored not stored refs pending

Monte Carlo Variational Auto-Encoders

Achille Thin, Alain Durmus, Arnaud Doucet, Eric Moulines, Maxim Panov, Nikita Kotelevskii

arxiv:2106.15921 v1 · 2021-06-30 · stat.ML · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LEOUMYBCBHVW4FT74MRJXZQ5V7}

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	2026-07-05T02:59:48.170376Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

591d46602209eb6e167fe3229be61dafe2b886e29261a3067cbab18aeb7571aa

Aliases

arxiv: 2106.15921 · arxiv_version: 2106.15921v1 · doi: 10.48550/arxiv.2106.15921 · pith_short_12: LEOUMYBCBHVW · pith_short_16: LEOUMYBCBHVW4FT7 · pith_short_8: LEOUMYBC

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/LEOUMYBCBHVW4FT74MRJXZQ5V7 \
  | 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: 591d46602209eb6e167fe3229be61dafe2b886e29261a3067cbab18aeb7571aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c53e2d62c970d1d8e69e8c3f35c7dd13fa8c9917610b0b228f9570bb01e4ca5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-06-30T09:21:47Z",
    "title_canon_sha256": "adb8f7a8daf29ead4ccd4f8d9249d23d6b822382ac913717448ad2ded0b0fd2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.15921",
    "kind": "arxiv",
    "version": 1
  }
}