Pith Number

pith:PTJOGIU6

pith:2012:PTJOGIU6KACHCZAHCCZ2FBVMLF

not attested not anchored not stored refs pending

Determinantal point processes for machine learning

Alex Kulesza, Ben Taskar

arxiv:1207.6083 v4 · 2012-07-25 · stat.ML · cs.IR · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PTJOGIU6KACHCZAHCCZ2FBVMLF}

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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

2 papers in Pith

SAVER: Selective As-Needed Vision Evidence for Multimodal Information Extraction

On two ways to use determinantal point processes for Monte Carlo integration

Receipt and verification

First computed	2026-05-18T03:36:47.938234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cd2e3229e500471640710b3a286ac59495d6ed73658466a3764e5eef6d896cf

Aliases

arxiv: 1207.6083 · arxiv_version: 1207.6083v4 · doi: 10.48550/arxiv.1207.6083 · pith_short_12: PTJOGIU6KACH · pith_short_16: PTJOGIU6KACHCZAH · pith_short_8: PTJOGIU6

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/PTJOGIU6KACHCZAHCCZ2FBVMLF \
  | 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: 7cd2e3229e500471640710b3a286ac59495d6ed73658466a3764e5eef6d896cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c33cdbec42edaeb9024ed1ff1bfd006693524c6883c47f36829186e3f7e952b5",
    "cross_cats_sorted": [
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/3.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2012-07-25T18:45:43Z",
    "title_canon_sha256": "afd667abd1d2305fe8cb61545c88aeaac373f32a9696ea0044687d7e8e5d0be5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1207.6083",
    "kind": "arxiv",
    "version": 4
  }
}