Pith Number

pith:TW7WWXWV

pith:2022:TW7WWXWVDHO5ZUGN6F6R5SAUWT

not attested not anchored not stored refs pending

Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions

Jake C. Snell, Richard Zemel, Thomas P. Zollo, Toniann Pitassi, Zhun Deng

arxiv:2212.13629 v1 · 2022-12-27 · 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{TW7WWXWVDHO5ZUGN6F6R5SAUWT}

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

2 papers in Pith

Adversarially Robust Control of Conditional Value-at-Risk via Rockafellar-Uryasev Conformal Inference

Model-Free Assessment of Simulator Fidelity via Quantile Curves

Receipt and verification

First computed	2026-07-05T05:28:53.432624Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9dbf6b5ed519dddcd0cdf17d1ec814b4f0a01f94a77a35536807226c3f72c39f

Aliases

arxiv: 2212.13629 · arxiv_version: 2212.13629v1 · doi: 10.48550/arxiv.2212.13629 · pith_short_12: TW7WWXWVDHO5 · pith_short_16: TW7WWXWVDHO5ZUGN · pith_short_8: TW7WWXWV

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/TW7WWXWVDHO5ZUGN6F6R5SAUWT \
  | 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: 9dbf6b5ed519dddcd0cdf17d1ec814b4f0a01f94a77a35536807226c3f72c39f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32679953050585469c71ad1b0b848169e4d174fd1c29da0de33f07984c439850",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-27T22:08:29Z",
    "title_canon_sha256": "3680c1e410e3f4b79b9427f0fe9cfc50c7b013dc15d407112737d7e2fa435c44"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.13629",
    "kind": "arxiv",
    "version": 1
  }
}