Pith Number

pith:DNLWIIKL

pith:2023:DNLWIIKL3SBENFP2IXUXJ3AGQQ

not attested not anchored not stored refs pending

Plugin estimators for selective classification with out-of-distribution detection

Aditya Krishna Menon, Harikrishna Narasimhan, Sanjiv Kumar, Wittawat Jitkrittum

arxiv:2301.12386 v4 · 2023-01-29 · 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{DNLWIIKL3SBENFP2IXUXJ3AGQQ}

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

Foundations of Unknown-aware Machine Learning

Receipt and verification

First computed	2026-07-05T06:34:03.959377Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b5764214bdc824695fa45e974ec06840ac9033226f6d64d720ad418f114952f

Aliases

arxiv: 2301.12386 · arxiv_version: 2301.12386v4 · doi: 10.48550/arxiv.2301.12386 · pith_short_12: DNLWIIKL3SBE · pith_short_16: DNLWIIKL3SBENFP2 · pith_short_8: DNLWIIKL

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/DNLWIIKL3SBENFP2IXUXJ3AGQQ \
  | 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: 1b5764214bdc824695fa45e974ec06840ac9033226f6d64d720ad418f114952f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "283e8e0cccb044d5fd538b7cf562a001e44d2c20dacd519f219e4c512d13e99b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-29T07:45:17Z",
    "title_canon_sha256": "ca52d5c3b5ac5f0983fbd4cb0945c32829ea7c801cac4a02b5e5562a1b7327b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12386",
    "kind": "arxiv",
    "version": 4
  }
}