Pith Number

pith:YGATCL3L

pith:2011:YGATCL3LSRHVHCAW7LTB62YZOI

not attested not anchored not stored refs pending

Using Supervised Learning to Improve Monte Carlo Integral Estimation

Brendan Tracey, David Wolpert, Juan J. Alonso

arxiv:1108.4879 v1 · 2011-08-24 · stat.ML · cs.CE · cs.NA · 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{YGATCL3LSRHVHCAW7LTB62YZOI}

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	2026-05-18T04:14:46.584821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c181312f6b944f538816fae61f6b197205afa447c97b8f95bf550a343756de73

Aliases

arxiv: 1108.4879 · arxiv_version: 1108.4879v1 · doi: 10.48550/arxiv.1108.4879 · pith_short_12: YGATCL3LSRHV · pith_short_16: YGATCL3LSRHVHCAW · pith_short_8: YGATCL3L

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/YGATCL3LSRHVHCAW7LTB62YZOI \
  | 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: c181312f6b944f538816fae61f6b197205afa447c97b8f95bf550a343756de73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53d8ddc7bddd5780be8762a517f95031126b5c881122424400f6bfa8d40c0936",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.NA",
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2011-08-24T16:22:55Z",
    "title_canon_sha256": "df2f7e6a4b3b9922ffed334fd42f24305d63868e0a01123c220aa8864744637b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1108.4879",
    "kind": "arxiv",
    "version": 1
  }
}