Pith Number

pith:YV76XCEQ

pith:2020:YV76XCEQH3R4N74XCTCGZHPD5T

not attested not anchored not stored refs pending

PAC Confidence Predictions for Deep Neural Network Classifiers

Insup Lee, Osbert Bastani, Sangdon Park, Shuo Li

arxiv:2011.00716 v5 · 2020-11-02 · 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{YV76XCEQH3R4N74XCTCGZHPD5T}

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

Position: There Is No Free Bayesian Uncertainty Quantification

Receipt and verification

First computed	2026-07-05T02:24:11.783130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c57feb88903ee3c6ff9714c46c9de3ecd801bdaeb2cc89ad3541689bddd37a2b

Aliases

arxiv: 2011.00716 · arxiv_version: 2011.00716v5 · doi: 10.48550/arxiv.2011.00716 · pith_short_12: YV76XCEQH3R4 · pith_short_16: YV76XCEQH3R4N74X · pith_short_8: YV76XCEQ

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/YV76XCEQH3R4N74XCTCGZHPD5T \
  | 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: c57feb88903ee3c6ff9714c46c9de3ecd801bdaeb2cc89ad3541689bddd37a2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d27735c521b0b8dc79b2ba328d5e44852656a6ca4b27469d6ffa26debb78546",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-02T04:09:17Z",
    "title_canon_sha256": "4c3157a218bb9491fe947134ed00909e98a0d67081bd546053f4389085585e86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.00716",
    "kind": "arxiv",
    "version": 5
  }
}