Pith Number

pith:QN5LWKTH

pith:2013:QN5LWKTHHR7LUS4JWDZB7ETVTY

not attested not anchored not stored refs pending

Expectation Propagation for approximate Bayesian inference

Thomas P. Minka

arxiv:1301.2294 v1 · 2013-01-10 · cs.AI · 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{QN5LWKTHHR7LUS4JWDZB7ETVTY}

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.

Cited by

1 paper in Pith

Mechanisms and Pathways of Extreme Events in Partially-Observed Stochastic Dynamical Systems

Receipt and verification

First computed	2026-05-18T03:36:45.515593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

837abb2a673c7eba4b89b0f21f92759e18031bba4a61eb1fcda8ea6f4edb1516

Aliases

arxiv: 1301.2294 · arxiv_version: 1301.2294v1 · doi: 10.48550/arxiv.1301.2294 · pith_short_12: QN5LWKTHHR7L · pith_short_16: QN5LWKTHHR7LUS4J · pith_short_8: QN5LWKTH

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/QN5LWKTHHR7LUS4JWDZB7ETVTY \
  | 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: 837abb2a673c7eba4b89b0f21f92759e18031bba4a61eb1fcda8ea6f4edb1516

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "caea719f31977f534b0b34c1298745c7a5742db24d25f6d2c509c76fe7fbf839",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2013-01-10T16:25:20Z",
    "title_canon_sha256": "366ac85d236b40303b5f0a11c0a94761cb5bb3e8a066a02ce72b7cc02fdea696"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1301.2294",
    "kind": "arxiv",
    "version": 1
  }
}