Pith Number

pith:OUHBQTVZ

pith:2022:OUHBQTVZ2IVQV444WJUEYF6BRJ

not attested not anchored not stored refs pending

Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey

Cuong Tran, Ferdinando Fioretto, Keyu Zhu, Pascal Van Hentenryck

arxiv:2202.08187 v2 · 2022-02-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OUHBQTVZ2IVQV444WJUEYF6BRJ}

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

4 papers in Pith

Can Synthetic Data be Fair and Private? A Comparative Study of Synthetic Data Generation and Fairness Algorithms

High-Dimensional Private Linear Regression with Optimal Rates

How Does Differential Privacy Affect Social Bias in LLMs? A Systematic Evaluation

Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution

Receipt and verification

First computed	2026-07-05T04:55:37.969402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

750e184eb9d22b0af39cb2684c17c18a70a70340c0dad9fc7c74e3e5914a2abb

Aliases

arxiv: 2202.08187 · arxiv_version: 2202.08187v2 · doi: 10.48550/arxiv.2202.08187 · pith_short_12: OUHBQTVZ2IVQ · pith_short_16: OUHBQTVZ2IVQV444 · pith_short_8: OUHBQTVZ

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/OUHBQTVZ2IVQV444WJUEYF6BRJ \
  | 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: 750e184eb9d22b0af39cb2684c17c18a70a70340c0dad9fc7c74e3e5914a2abb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e049b0ff4e96411b2c9dcf37469775a4f8ff4ec0a3413b211bb7d2149d49944f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-16T16:50:23Z",
    "title_canon_sha256": "f5a6b6fe19e2983d87b0d3854076c4f2a8652ce81cb82c7b471f66be28910c45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.08187",
    "kind": "arxiv",
    "version": 2
  }
}