Pith. sign in
Pith Number

pith:5Z5A23CF

pith:2022:5Z5A23CFSQ6QTSZ6XC6GKMTZII
not attested not anchored not stored refs pending

Chained Generalisation Bounds

Amitis Shidani, Arnaud Doucet, Eugenio Clerico, George Deligiannidis

arxiv:2203.00977 v2 · 2022-03-02 · stat.ML · cs.IT · cs.LG · math.IT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5Z5A23CFSQ6QTSZ6XC6GKMTZII}

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 2026-07-05T04:36:21.968151Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ee7a0d6c45943d09cb3eb8bc6532794205fad0cf0fa762da07c06760455c19d4

Aliases

arxiv: 2203.00977 · arxiv_version: 2203.00977v2 · doi: 10.48550/arxiv.2203.00977 · pith_short_12: 5Z5A23CFSQ6Q · pith_short_16: 5Z5A23CFSQ6QTSZ6 · pith_short_8: 5Z5A23CF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5Z5A23CFSQ6QTSZ6XC6GKMTZII \
  | 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: ee7a0d6c45943d09cb3eb8bc6532794205fad0cf0fa762da07c06760455c19d4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b102e8b730ece9e9fb9f274de29c0c4f791324c4c3355bfa97e6a4b93ff6bd3b",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-03-02T09:34:36Z",
    "title_canon_sha256": "fa908dcb8d4e90c43f1ffcbc0082f2f67976df0e557bcb4276153d10249d0e80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.00977",
    "kind": "arxiv",
    "version": 2
  }
}