Pith Number

pith:SRDHYNXY

pith:2022:SRDHYNXY5JXI6JUG6H2Z7E6XLW

not attested not anchored not stored refs pending

Learning Algorithm Generalization Error Bounds via Auxiliary Distributions

Gholamali Aminian, Laura Toni, Miguel R. D. Rodrigues, Saeed Masiha

arxiv:2210.00483 v2 · 2022-10-02 · cs.LG · cs.IT · math.IT · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SRDHYNXY5JXI6JUG6H2Z7E6XLW}

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

Subgroups Matter for Robust Bias Mitigation

Receipt and verification

First computed	2026-07-05T08:08:47.121983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94467c36f8ea6e8f2686f1f59f93d75da4852d742cdfdbb9033d752d46b16741

Aliases

arxiv: 2210.00483 · arxiv_version: 2210.00483v2 · doi: 10.48550/arxiv.2210.00483 · pith_short_12: SRDHYNXY5JXI · pith_short_16: SRDHYNXY5JXI6JUG · pith_short_8: SRDHYNXY

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/SRDHYNXY5JXI6JUG6H2Z7E6XLW \
  | 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: 94467c36f8ea6e8f2686f1f59f93d75da4852d742cdfdbb9033d752d46b16741

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bee4b7a030cd8c4cdee43486397af0dcf0a6c85fb88f6acef838dcccd734662",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-02T10:37:04Z",
    "title_canon_sha256": "62a2e053d3b0bb3692315e263e7c97d91f31c861a5a840305b21992b3c767aa5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.00483",
    "kind": "arxiv",
    "version": 2
  }
}