Pith Number

pith:V52YZD3X

pith:2024:V52YZD3XQ3GHC7HDEJWD4SB6HR

not attested not anchored not stored refs pending

Solving Probabilistic Verification Problems of Neural Networks using Branch and Bound

David Boetius, Stefan Leue, Tobias Sutter

arxiv:2405.17556 v3 · 2024-05-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V52YZD3XQ3GHC7HDEJWD4SB6HR}

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

Probabilistic Verification of Neural Networks via Efficient Probabilistic Hull Generation

Neural Spectral Bias and Conformal Correlators I: Introduction and Applications

Receipt and verification

First computed	2026-07-05T11:34:41.999741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af758c8f7786cc717ce3226c3e483e3c7a7858cf1fd48fae24d430e1eb0f1031

Aliases

arxiv: 2405.17556 · arxiv_version: 2405.17556v3 · doi: 10.48550/arxiv.2405.17556 · pith_short_12: V52YZD3XQ3GH · pith_short_16: V52YZD3XQ3GHC7HD · pith_short_8: V52YZD3X

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/V52YZD3XQ3GHC7HDEJWD4SB6HR \
  | 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: af758c8f7786cc717ce3226c3e483e3c7a7858cf1fd48fae24d430e1eb0f1031

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf4783b4befda3ff0a5480afd02d35196a6c38046e00a9ab01f4f7a2f1397591",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-27T18:00:03Z",
    "title_canon_sha256": "2565813e396e2200e44fec9416c953c6e16907df12a20fccdb2057a33048f8ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17556",
    "kind": "arxiv",
    "version": 3
  }
}