Pith Number

pith:54267PMJ

pith:2018:54267PMJVQYGX6I7AD55U4FZ4V

not attested not anchored not stored refs pending

PAC-Bayes bounds for stable algorithms with instance-dependent priors

Csaba Szepesvari, Emilio Parrado-Hernandez, John Shawe-Taylor, Omar Rivasplata, Shiliang Sun

arxiv:1806.06827 v2 · 2018-06-18 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{54267PMJVQYGX6I7AD55U4FZ4V}

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.

Receipt and verification

First computed	2026-05-18T00:06:50.599485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef35efbd89ac306bf91f00fbda70b9e569bc7dc044a7f78dc6d5d1c64fbd52a5

Aliases

arxiv: 1806.06827 · arxiv_version: 1806.06827v2 · doi: 10.48550/arxiv.1806.06827 · pith_short_12: 54267PMJVQYG · pith_short_16: 54267PMJVQYGX6I7 · pith_short_8: 54267PMJ

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/54267PMJVQYGX6I7AD55U4FZ4V \
  | 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: ef35efbd89ac306bf91f00fbda70b9e569bc7dc044a7f78dc6d5d1c64fbd52a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cb98d10a9307159d8960f56926bd75d9dbd1707dff4b8758732208f511303aa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-06-18T17:04:04Z",
    "title_canon_sha256": "667038f77f58af68d8ce499c6dd75b7434f4d555998aed8b71039bb8f1bda529"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.06827",
    "kind": "arxiv",
    "version": 2
  }
}