Pith. sign in
Pith Number

pith:AAUQ6DFZ

pith:2021:AAUQ6DFZOANH2SE7YON7PW2X7T
not attested not anchored not stored refs pending

Conditionally Gaussian PAC-Bayes

Arnaud Doucet, Eugenio Clerico, George Deligiannidis

arxiv:2110.11886 v2 · 2021-10-22 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{AAUQ6DFZOANH2SE7YON7PW2X7T}

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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 2026-07-05T04:36:20.952825Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

00290f0cb9701a7d489fc39bf7db57fcc718bc87ce677391ae30f519613e38ec

Aliases

arxiv: 2110.11886 · arxiv_version: 2110.11886v2 · doi: 10.48550/arxiv.2110.11886 · pith_short_12: AAUQ6DFZOANH · pith_short_16: AAUQ6DFZOANH2SE7 · pith_short_8: AAUQ6DFZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AAUQ6DFZOANH2SE7YON7PW2X7T \
  | 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: 00290f0cb9701a7d489fc39bf7db57fcc718bc87ce677391ae30f519613e38ec
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0a63ef6a62fe3ca090656f969e9478a198adf6551ac36111c1046951db721305",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-22T16:12:03Z",
    "title_canon_sha256": "dbaba6b6fef006839a92bfd7951de9943f1a1883d9c169095f20f03ffcf7b413"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.11886",
    "kind": "arxiv",
    "version": 2
  }
}