Pith Number

pith:SUVO7V7H

pith:2023:SUVO7V7HYO2CJNXH6YGNRNN4JP

not attested not anchored not stored refs pending

Distributionally Robust Statistical Verification with Imprecise Neural Networks

Insup Lee, Ivan Ruchkin, Kuk Jin Jang, Matthew Cleaveland, Michele Caprio, Oleg Sokolsky, Souradeep Dutta, Vivian Lin

arxiv:2308.14815 v4 · 2023-08-28 · cs.AI · cs.LG · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SUVO7V7HYO2CJNXH6YGNRNN4JP}

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

Towards Unified Probabilistic Verification and Validation of Vision-Based Autonomy

Receipt and verification

First computed	2026-07-05T10:27:05.208005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

952aefd7e7c3b424b6e7f60cd8b5bc4bec2ce3ba87d5c645b02ca45bb80a8a9f

Aliases

arxiv: 2308.14815 · arxiv_version: 2308.14815v4 · doi: 10.48550/arxiv.2308.14815 · pith_short_12: SUVO7V7HYO2C · pith_short_16: SUVO7V7HYO2CJNXH · pith_short_8: SUVO7V7H

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/SUVO7V7HYO2CJNXH6YGNRNN4JP \
  | 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: 952aefd7e7c3b424b6e7f60cd8b5bc4bec2ce3ba87d5c645b02ca45bb80a8a9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d2db5f905ca30ea67e5a26b88e34515cca922736fd4e4bae63ba4ce65da5c7b",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-28T18:06:24Z",
    "title_canon_sha256": "1a070cf772f75aa87095f28e1d58235e6e2c38f300aee35171885aba2731932b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.14815",
    "kind": "arxiv",
    "version": 4
  }
}