pith. sign in
Pith Number

pith:3NFGDGYO

pith:2011:3NFGDGYOHOI6EVQM4AXSP3W3TB
not attested not anchored not stored refs pending

Robust Max-Product Belief Propagation

Adel Javanmard, Andrea Montanari, Morteza Ibrahimi, Yashodhan Kanoria

arxiv:1111.6214 v1 · 2011-11-27 · cs.CE · cs.LG · math.OC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3NFGDGYOHOI6EVQM4AXSP3W3TB}

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 2026-05-18T04:07:31.531219Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

db4a619b0e3b91e2560ce02f27eedb9870973a1083cdfd7386280e5e2567b06d

Aliases

arxiv: 1111.6214 · arxiv_version: 1111.6214v1 · doi: 10.48550/arxiv.1111.6214 · pith_short_12: 3NFGDGYOHOI6 · pith_short_16: 3NFGDGYOHOI6EVQM · pith_short_8: 3NFGDGYO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3NFGDGYOHOI6EVQM4AXSP3W3TB \
  | 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: db4a619b0e3b91e2560ce02f27eedb9870973a1083cdfd7386280e5e2567b06d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5d6877995f68d3eee18e3b088ee7c8658ca01305659db1ac0c17fa79c1dc8aac",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2011-11-27T02:02:53Z",
    "title_canon_sha256": "db7833d83ee8f0294ed3cad9b565cdc992f0858b4c165e67b1720596309b103c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1111.6214",
    "kind": "arxiv",
    "version": 1
  }
}