Pith Number

pith:CMWJQB2G

pith:2023:CMWJQB2GNSZQCADQP4PDSYLCXX

not attested not anchored not stored refs pending

An Empirical Analysis of Fairness Notions under Differential Privacy

Anderson Santana de Oliveira, Caelin Kaplan, Khawla Mallat, Tanmay Chakraborty

arxiv:2302.02910 v2 · 2023-02-06 · 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{CMWJQB2GNSZQCADQP4PDSYLCXX}

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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.

Cited by

1 paper in Pith

The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification

Receipt and verification

First computed	2026-07-05T09:28:44.844930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

132c9807466cb30100707f1e396162bde77d014c271635cfb9cdcf36399eaba1

Aliases

arxiv: 2302.02910 · arxiv_version: 2302.02910v2 · doi: 10.48550/arxiv.2302.02910 · pith_short_12: CMWJQB2GNSZQ · pith_short_16: CMWJQB2GNSZQCADQ · pith_short_8: CMWJQB2G

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/CMWJQB2GNSZQCADQP4PDSYLCXX \
  | 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: 132c9807466cb30100707f1e396162bde77d014c271635cfb9cdcf36399eaba1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0c48c2a5941e2cb3cedc71af8657ec0051ca90db74e2cdcb109ad6431a446f7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-06T16:29:50Z",
    "title_canon_sha256": "d097838e971f9d0f4086db67bdd6ee821f3787829fbb8e3fcec17a2475356b87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.02910",
    "kind": "arxiv",
    "version": 2
  }
}