Pith Number

pith:JOB5VDYK

pith:2024:JOB5VDYKRBFGDA6455OVMYWP4B

not attested not anchored not stored refs pending

Conformal Risk Minimization with Variance Reduction

George J. Pappas, Hamed Hassani, Nicolo Dal Fabbro, Orlando Romero, Sima Noorani

arxiv:2411.01696 v3 · 2024-11-03 · 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{JOB5VDYKRBFGDA6455OVMYWP4B}

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

Conformal Risk-Averse Decision Making with Action Conditional Guarantee

Receipt and verification

First computed	2026-07-05T10:11:28.167892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b83da8f0a884a6183dcef5d5662cfe04ef03fe6e111d5de12ec97856c02f2d7

Aliases

arxiv: 2411.01696 · arxiv_version: 2411.01696v3 · doi: 10.48550/arxiv.2411.01696 · pith_short_12: JOB5VDYKRBFG · pith_short_16: JOB5VDYKRBFGDA64 · pith_short_8: JOB5VDYK

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/JOB5VDYKRBFGDA6455OVMYWP4B \
  | 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: 4b83da8f0a884a6183dcef5d5662cfe04ef03fe6e111d5de12ec97856c02f2d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8375e3a80ba4ed0ef29ec8c9a05a0a8785f8b3b461952b16ba0a50feff26b4e6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-03T21:48:15Z",
    "title_canon_sha256": "c75a41d8da82efdc0b0744b683dde05f0f38e896449673e41aa410b4b7e8876d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01696",
    "kind": "arxiv",
    "version": 3
  }
}