Pith Number

pith:AV7JNU6N

pith:2016:AV7JNU6NDV6C6S7MXFHUX7VTFK

not attested not anchored not stored refs pending

Equality of Opportunity in Supervised Learning

Eric Price, Moritz Hardt, Nathan Srebro

arxiv:1610.02413 v1 · 2016-10-07 · 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{AV7JNU6NDV6C6S7MXFHUX7VTFK}

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

6 papers in Pith

Online Learning with Multiple Fairness Regularizers via Graph-Structured Feedback

Man and machine: artificial intelligence and judicial decision making

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

FAIR_XAI: Improving Multimodal Foundation Model Fairness via Explainability for Wellbeing Assessment

Ethical and social risks of harm from Language Models

Receipt and verification

First computed	2026-05-18T01:02:51.544920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

057e96d3cd1d7c2f4becb94f4bfeb32aaa75abdef2768b72ac67a90b8cbc6714

Aliases

arxiv: 1610.02413 · arxiv_version: 1610.02413v1 · doi: 10.48550/arxiv.1610.02413 · pith_short_12: AV7JNU6NDV6C · pith_short_16: AV7JNU6NDV6C6S7M · pith_short_8: AV7JNU6N

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/AV7JNU6NDV6C6S7MXFHUX7VTFK \
  | 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: 057e96d3cd1d7c2f4becb94f4bfeb32aaa75abdef2768b72ac67a90b8cbc6714

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96d1a2c964102e3be5f27688a0b4bd9cf342d55e4a7c63a7b559ef1b257076ed",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-10-07T20:16:29Z",
    "title_canon_sha256": "f7da9fc3061cb82995aa1a3ddbc1059bf33d4ea8799f3cafa4d5e792410ad0c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.02413",
    "kind": "arxiv",
    "version": 1
  }
}