Pith Number

pith:DJWCIPR4

pith:2024:DJWCIPR4KDURPYD3OBFYBF5VCP

not attested not anchored not stored refs pending

Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification

Bryan Wilder, Carlos Pati\~no, Eric Horvitz, Santiago Cortes-Gomez, Steven Wu, Yewon Byun

arxiv:2410.01767 v2 · 2024-10-02 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DJWCIPR4KDURPYD3OBFYBF5VCP}

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

3 papers in Pith

Learning Polyhedral Conformal Sets for Robust Optimization

Risk-Controlled Post-Processing of Decision Policies

Receipt and verification

First computed	2026-07-05T10:21:23.782291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a6c243e3c50e917e07b704b8097b513dea9dd1d362aff1fe6871f151d637e2f

Aliases

arxiv: 2410.01767 · arxiv_version: 2410.01767v2 · doi: 10.48550/arxiv.2410.01767 · pith_short_12: DJWCIPR4KDUR · pith_short_16: DJWCIPR4KDURPYD3 · pith_short_8: DJWCIPR4

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/DJWCIPR4KDURPYD3OBFYBF5VCP \
  | 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: 1a6c243e3c50e917e07b704b8097b513dea9dd1d362aff1fe6871f151d637e2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "49899a45522b4f5850355a4122f4b1bf8504e2bd676e40f85cc35156adc2abdd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-02T17:22:09Z",
    "title_canon_sha256": "d347a7ed1d31711b72d4911a3c04f886b2d7f489b9629cca0b20285d865ac5fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01767",
    "kind": "arxiv",
    "version": 2
  }
}