Pith Number

pith:NZA5H4NA

pith:2023:NZA5H4NAYBUYHZFKJ3SM56A22A

not attested not anchored not stored refs pending

Understanding Certified Training with Interval Bound Propagation

Marc Fischer, Mark Niklas M\"uller, Martin Vechev, Yuhao Mao

arxiv:2306.10426 v2 · 2023-06-17 · 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{NZA5H4NAYBUYHZFKJ3SM56A22A}

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

Bridging Control with Neural Network Verifier alpha-beta-CROWN: A Tutorial

Beyond Prediction: Interval Neural Networks for Uncertainty-Aware System Identification

Receipt and verification

First computed	2026-07-05T07:50:02.006915Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e41d3f1a0c06983e4aa4ee4cef81ad001c4c475b1b32a74ca9548a8a5ddd7fc

Aliases

arxiv: 2306.10426 · arxiv_version: 2306.10426v2 · doi: 10.48550/arxiv.2306.10426 · pith_short_12: NZA5H4NAYBUY · pith_short_16: NZA5H4NAYBUYHZFK · pith_short_8: NZA5H4NA

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/NZA5H4NAYBUYHZFKJ3SM56A22A \
  | 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: 6e41d3f1a0c06983e4aa4ee4cef81ad001c4c475b1b32a74ca9548a8a5ddd7fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73cb53fc77d5adecaff0a1f2d27d1a50ef369b2ebc5854b115c147c35995096e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-17T21:13:30Z",
    "title_canon_sha256": "d75858a1a13b21c7b09ec9f90a06437241fb2e36ef5aa5f81256cc2e2463bbfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.10426",
    "kind": "arxiv",
    "version": 2
  }
}