Pith Number

pith:YL2XWGBJ

pith:2024:YL2XWGBJG4BVP27F2J75RMZDDM

not attested not anchored not stored refs pending

Persistent Sampling: Enhancing the Efficiency of Sequential Monte Carlo

Minas Karamanis, Uro\v{s} Seljak

arxiv:2407.20722 v3 · 2024-07-30 · stat.ML · cs.LG · stat.CO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YL2XWGBJG4BVP27F2J75RMZDDM}

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

Hybrid Population Monte Carlo

Receipt and verification

First computed	2026-07-05T11:25:38.844626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2f57b1829370357ebe5d27fd8b3231b3c1f6a4cf4fbf452fc1f1ad6bf156671

Aliases

arxiv: 2407.20722 · arxiv_version: 2407.20722v3 · doi: 10.48550/arxiv.2407.20722 · pith_short_12: YL2XWGBJG4BV · pith_short_16: YL2XWGBJG4BVP27F · pith_short_8: YL2XWGBJ

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/YL2XWGBJG4BVP27F2J75RMZDDM \
  | 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: c2f57b1829370357ebe5d27fd8b3231b3c1f6a4cf4fbf452fc1f1ad6bf156671

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6d40f36fea200d3d1240be914767b90545db59a69bc302f6607a089ee7a621b",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-07-30T10:34:40Z",
    "title_canon_sha256": "4cf1eb4a538fe151064f5051b07dd5b9dc48667b52e97788230aa3c70e653e31"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.20722",
    "kind": "arxiv",
    "version": 3
  }
}