Pith Number

pith:BE656PDX

pith:2024:BE656PDXZWQZ5WT5KQMGP3GPJT

not attested not anchored not stored refs pending

COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits

Bo Li, Linyi Li, Mintong Kang, Nezihe Merve G\"urel

arxiv:2403.11348 v1 · 2024-03-17 · cs.LG · cs.AI · 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{BE656PDXZWQZ5WT5KQMGP3GPJT}

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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

1 paper in Pith

Hardware-efficient tractable probabilistic inference for TinyML Neurosymbolic AI applications

Receipt and verification

First computed	2026-07-05T07:57:15.079131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

093ddf3c77cda19eda7d541867eccf4cd6ea5c875fd3e7d1cd58fa56b5e88940

Aliases

arxiv: 2403.11348 · arxiv_version: 2403.11348v1 · doi: 10.48550/arxiv.2403.11348 · pith_short_12: BE656PDXZWQZ · pith_short_16: BE656PDXZWQZ5WT5 · pith_short_8: BE656PDX

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/BE656PDXZWQZ5WT5KQMGP3GPJT \
  | 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: 093ddf3c77cda19eda7d541867eccf4cd6ea5c875fd3e7d1cd58fa56b5e88940

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33daa14873452c04a0c7bcaa8ebf63a4422fb9a025fdd574ec6fd194c627bd74",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-17T21:23:45Z",
    "title_canon_sha256": "17f8b6acfd3c480084ef10ee3494c2f0801ebe04e0fb0dd120680efe1df07538"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11348",
    "kind": "arxiv",
    "version": 1
  }
}