Pith Number

pith:KL45O34S

pith:2022:KL45O34SNTC7BBUDVFHJ7CBI76

not attested not anchored not stored refs pending

Methods for Recovering Conditional Independence Graphs: A Survey

Harsh Shrivastava, Urszula Chajewska

arxiv:2211.06829 v3 · 2022-11-13 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KL45O34SNTC7BBUDVFHJ7CBI76}

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

Obstacle-aware Gaussian Process Regression

Receipt and verification

First computed	2026-07-05T09:00:34.306006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52f9d76f926cc5f08683a94e9f8828ff80e1934a7ba499f820462c70b2037b38

Aliases

arxiv: 2211.06829 · arxiv_version: 2211.06829v3 · doi: 10.48550/arxiv.2211.06829 · pith_short_12: KL45O34SNTC7 · pith_short_16: KL45O34SNTC7BBUD · pith_short_8: KL45O34S

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/KL45O34SNTC7BBUDVFHJ7CBI76 \
  | 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: 52f9d76f926cc5f08683a94e9f8828ff80e1934a7ba499f820462c70b2037b38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "638092d0d57ffc3aa3ffb9d5fbc76f13415e9ac6fc21a3a36a16701af300cb08",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-13T06:11:38Z",
    "title_canon_sha256": "742a9520fca3fa6beec6d90b2464fe1e155b13c9ad697100edbb0b4b58b4c73f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.06829",
    "kind": "arxiv",
    "version": 3
  }
}