Pith Number

pith:YILF5BJZ

pith:2018:YILF5BJZT5MDKMCIX6FFMPRRBS

not attested not anchored not stored refs pending

Fast determinantal point processes via distortion-free intermediate sampling

Micha{\l} Derezi\'nski

arxiv:1811.03717 v2 · 2018-11-08 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{YILF5BJZT5MDKMCIX6FFMPRRBS}

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Record completeness

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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

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

Receipt and verification

First computed	2026-05-17T23:52:58.575566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2165e85399f58353048bf8a563e310ca7ee365f1a9af183c435c7b15bea22bd

Aliases

arxiv: 1811.03717 · arxiv_version: 1811.03717v2 · doi: 10.48550/arxiv.1811.03717 · pith_short_12: YILF5BJZT5MD · pith_short_16: YILF5BJZT5MDKMCI · pith_short_8: YILF5BJZ

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/YILF5BJZT5MDKMCIX6FFMPRRBS \
  | 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: c2165e85399f58353048bf8a563e310ca7ee365f1a9af183c435c7b15bea22bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0bdeb1b32e2fc71edb40c8d12dcdbec5ded55de0730dcdce9c2f2de3ab64f92",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-08T23:35:29Z",
    "title_canon_sha256": "9d9bb2703fb4519f243ae39eacdb8998fbb24d13f3a2271785a209ff4bc9d0f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.03717",
    "kind": "arxiv",
    "version": 2
  }
}