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Pith Number

pith:WJB7JECA

pith:2021:WJB7JECAEBFRGKPNTP3FSD77L6
not attested not anchored not stored refs pending

Accelerating Markov Random Field Inference with Uncertainty Quantification

Alvin R. Lebeck, Ramin Bashizade, Sayan Mukherjee, Xiangyu Zhang

arxiv:2108.00570 v1 · 2021-08-02 · cs.AR · cs.LG

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\usepackage{pith}
\pithnumber{WJB7JECAEBFRGKPNTP3FSD77L6}

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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

Receipt and verification
First computed 2026-07-05T03:02:24.619145Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b243f49040204b1329ed9bf6590fff5fb96d332a656e84d59ec8f8cd30e2fdaa

Aliases

arxiv: 2108.00570 · arxiv_version: 2108.00570v1 · doi: 10.48550/arxiv.2108.00570 · pith_short_12: WJB7JECAEBFR · pith_short_16: WJB7JECAEBFRGKPN · pith_short_8: WJB7JECA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WJB7JECAEBFRGKPNTP3FSD77L6 \
  | 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: b243f49040204b1329ed9bf6590fff5fb96d332a656e84d59ec8f8cd30e2fdaa
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b8303d084b96ccbbf5142e5cbec98b97a3ed18f586044a5f7e009e2171b9b307",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AR",
    "submitted_at": "2021-08-02T00:02:53Z",
    "title_canon_sha256": "b959cfca0e7a14a306bfc82423d8866c069b0483565f97bc638cbcaa8fd06d11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.00570",
    "kind": "arxiv",
    "version": 1
  }
}