Pith Number

pith:T5ZT6FCP

pith:2020:T5ZT6FCPSQNN6BSQ5PRZOLVONU

not attested not anchored not stored refs pending

Fairness in Machine Learning: A Survey

Christian Haas, Simon Caton

arxiv:2010.04053 v1 · 2020-10-04 · cs.LG · 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{T5ZT6FCPSQNN6BSQ5PRZOLVONU}

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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

3 papers in Pith

Software Fairness: An Analysis and Survey

Fairness vs Performance: Characterizing the Pareto Frontier of Algorithmic Decision Systems

Trustworthy AI: Ensuring Reliability and Accountability from Models to Agents

Receipt and verification

First computed	2026-07-05T10:24:16.789336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f733f144f941adf0650ebe3972eae6d351e018fe6fbe8fda261037ca2e0a781

Aliases

arxiv: 2010.04053 · arxiv_version: 2010.04053v1 · doi: 10.48550/arxiv.2010.04053 · pith_short_12: T5ZT6FCPSQNN · pith_short_16: T5ZT6FCPSQNN6BSQ · pith_short_8: T5ZT6FCP

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/T5ZT6FCPSQNN6BSQ5PRZOLVONU \
  | 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: 9f733f144f941adf0650ebe3972eae6d351e018fe6fbe8fda261037ca2e0a781

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b99c93679b575623aa214ed359d4770534491223f34abc24708ade70c37f5bf",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-04T21:01:34Z",
    "title_canon_sha256": "f0338046249b9be530667525b6fe96947d492433ba349a5ba60abf4599f7ffb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.04053",
    "kind": "arxiv",
    "version": 1
  }
}