Pith Number

pith:ODTGLRQM

pith:2022:ODTGLRQMF4ICUGGH3IKQUQXJNR

not attested not anchored not stored refs pending

Controlling Multiple Errors Simultaneously with a PAC-Bayes Bound

Benjamin Guedj, John Shawe-Taylor, Reuben Adams

arxiv:2202.05560 v3 · 2022-02-11 · stat.ML · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ODTGLRQMF4ICUGGH3IKQUQXJNR}

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

Aligning Generalisation Between Humans and Machines

Receipt and verification

First computed	2026-07-05T09:45:36.761292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70e665c60c2f102a18c7da150a42e96c5c74c85f624bed361a9fdce6918f59fc

Aliases

arxiv: 2202.05560 · arxiv_version: 2202.05560v3 · doi: 10.48550/arxiv.2202.05560 · pith_short_12: ODTGLRQMF4IC · pith_short_16: ODTGLRQMF4ICUGGH · pith_short_8: ODTGLRQM

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/ODTGLRQMF4ICUGGH3IKQUQXJNR \
  | 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: 70e665c60c2f102a18c7da150a42e96c5c74c85f624bed361a9fdce6918f59fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b871b1c910aa9c7c51940527bb539962d23bda2ccb1e922a2ff2f173e56cfe7",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-11T11:35:21Z",
    "title_canon_sha256": "388259f49e54c6678aaad33e859237dbe15881c2147fd1ad41754f3d90bb160f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.05560",
    "kind": "arxiv",
    "version": 3
  }
}