Pith Number

pith:Y5GTVYFO

pith:2010:Y5GTVYFO25YL5P3VUHHZ7US4KV

not attested not anchored not stored refs pending

Adaptive Parallel Tempering for Stochastic Maximum Likelihood Learning of RBMs

Aaron Courville, Guillaume Desjardins, Yoshua Bengio

arxiv:1012.3476 v1 · 2010-12-15 · stat.ML · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y5GTVYFO25YL5P3VUHHZ7US4KV}

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	2026-05-18T04:33:06.683576Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c74d3ae0aed770bebf75a1cf9fd25c555d742db26addb869edf485148d448f16

Aliases

arxiv: 1012.3476 · arxiv_version: 1012.3476v1 · doi: 10.48550/arxiv.1012.3476 · pith_short_12: Y5GTVYFO25YL · pith_short_16: Y5GTVYFO25YL5P3V · pith_short_8: Y5GTVYFO

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/Y5GTVYFO25YL5P3VUHHZ7US4KV \
  | 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: c74d3ae0aed770bebf75a1cf9fd25c555d742db26addb869edf485148d448f16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b33dad3751a0e55e408a017ffcd55d8ac209b3ec06f02b28e7a617d69df4a12",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2010-12-15T21:23:09Z",
    "title_canon_sha256": "70758de33b12130110f0f422e098c69cda91b93a864e32cc91864f48e349d7d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1012.3476",
    "kind": "arxiv",
    "version": 1
  }
}