Pith Number

pith:5C5NBYFV

pith:2024:5C5NBYFV7T5OTG2QSSAA6OVIYU

not attested not anchored not stored refs pending

Fast yet Safe: Early-Exiting with Risk Control

Alexander Timans, Christian A. Naesseth, Dan Zhang, Eric Nalisnick, Kaspar Sakmann, Metod Jazbec, Tin Had\v{z}i Veljkovi\'c

arxiv:2405.20915 v2 · 2024-05-31 · cs.LG · cs.AI · cs.CV · 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{5C5NBYFV7T5OTG2QSSAA6OVIYU}

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

A Survey of Early Exit Deep Neural Networks in NLP

Receipt and verification

First computed	2026-07-05T09:30:15.712653Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8bad0e0b5fcfae99b5094800f3aa8c52fb3b12ea50e9d6cda70367da038b403

Aliases

arxiv: 2405.20915 · arxiv_version: 2405.20915v2 · doi: 10.48550/arxiv.2405.20915 · pith_short_12: 5C5NBYFV7T5O · pith_short_16: 5C5NBYFV7T5OTG2Q · pith_short_8: 5C5NBYFV

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/5C5NBYFV7T5OTG2QSSAA6OVIYU \
  | 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: e8bad0e0b5fcfae99b5094800f3aa8c52fb3b12ea50e9d6cda70367da038b403

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33731f1afba67577fb7e3cd02ed761871ef8b011831c53616d547e813ad5badb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-31T15:21:44Z",
    "title_canon_sha256": "030b580e3c43e10903ee55da70eb41def5f2e6ea5c97335950165104ea78c1b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20915",
    "kind": "arxiv",
    "version": 2
  }
}