Pith Number

pith:2ND2PTFU

pith:2017:2ND2PTFUZJEBNR7OXT2GG2QQYP

not attested not anchored not stored refs pending

Adaptive Bayesian Sampling with Monte Carlo EM

Anirban Roychowdhury, Srinivasan Parthasarathy

arxiv:1711.02159 v1 · 2017-11-06 · 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{2ND2PTFUZJEBNR7OXT2GG2QQYP}

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	2026-05-18T00:31:08.671436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d347a7ccb4ca4816c7eebcf4636a10c3ddc90b33f479b96b6a7d7c7842ea4771

Aliases

arxiv: 1711.02159 · arxiv_version: 1711.02159v1 · doi: 10.48550/arxiv.1711.02159 · pith_short_12: 2ND2PTFUZJEB · pith_short_16: 2ND2PTFUZJEBNR7O · pith_short_8: 2ND2PTFU

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/2ND2PTFUZJEBNR7OXT2GG2QQYP \
  | 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: d347a7ccb4ca4816c7eebcf4636a10c3ddc90b33f479b96b6a7d7c7842ea4771

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19c25df22636d700cfbc8dd4c39d61cba727f7ad69a81c7e7c1aaa308145fb2c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-06T20:23:24Z",
    "title_canon_sha256": "2ccb31347a8cfe2a7bc9900ac39df339c217f6d19c19731c1423cf7cf07a5a8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.02159",
    "kind": "arxiv",
    "version": 1
  }
}