Pith Number

pith:RZI5GPAH

pith:2024:RZI5GPAHHL6X3TZTVKBDKBT6OM

not attested not anchored not stored refs pending

Adapting Prediction Sets to Distribution Shifts Without Labels

Graham W. Taylor, Heng Yang, Kevin Kasa, Zhiyu Zhang

arxiv:2406.01416 v2 · 2024-06-03 · 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{RZI5GPAHHL6X3TZTVKBDKBT6OM}

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

Risk-Controlled Post-Processing of Decision Policies

Receipt and verification

First computed	2026-07-05T11:52:55.754104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e51d33c073afd7dcf33aa8235067e7308bd39749f771d26c71fa1274a36badf

Aliases

arxiv: 2406.01416 · arxiv_version: 2406.01416v2 · doi: 10.48550/arxiv.2406.01416 · pith_short_12: RZI5GPAHHL6X · pith_short_16: RZI5GPAHHL6X3TZT · pith_short_8: RZI5GPAH

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/RZI5GPAHHL6X3TZTVKBDKBT6OM \
  | 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: 8e51d33c073afd7dcf33aa8235067e7308bd39749f771d26c71fa1274a36badf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62cb3f77df8528148f88bcf9f61ae3993ef45e34412e803248b9a9b8573ec2ca",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-03T15:16:02Z",
    "title_canon_sha256": "23952548feb72761bcb4f3c51ddfcc139a60f27827d75e8b12680120af170c35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.01416",
    "kind": "arxiv",
    "version": 2
  }
}