Pith Number

pith:TZ2ZOG2C

pith:2018:TZ2ZOG2CYFUZALMX4SJAANAWKR

not attested not anchored not stored refs pending

Variational Dropout via Empirical Bayes

Dmitry Molchanov, Dmitry Vetrov, Valery Kharitonov

arxiv:1811.00596 v2 · 2018-11-01 · 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{TZ2ZOG2CYFUZALMX4SJAANAWKR}

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	2026-05-17T23:59:43.315872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e75971b42c169902d97e492003416545d576675b0341dc028194dbf35a33f9c

Aliases

arxiv: 1811.00596 · arxiv_version: 1811.00596v2 · doi: 10.48550/arxiv.1811.00596 · pith_short_12: TZ2ZOG2CYFUZ · pith_short_16: TZ2ZOG2CYFUZALMX · pith_short_8: TZ2ZOG2C

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/TZ2ZOG2CYFUZALMX4SJAANAWKR \
  | 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: 9e75971b42c169902d97e492003416545d576675b0341dc028194dbf35a33f9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a90b723d357645689245508981944d8e9190dc61acb6651070912dec26306ca",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-11-01T19:22:39Z",
    "title_canon_sha256": "ab08ca99c2cefe428591c00ae9f893fa5f3fe755d20a136ec04597fe14a6edf8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.00596",
    "kind": "arxiv",
    "version": 2
  }
}