Pith Number

pith:IV56BX2F

pith:2021:IV56BX2FDCJHQQXR74MITS3R2P

not attested not anchored not stored refs pending

Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing

James Z. Wang, Mehrdad Mahdavi, Mohammad Mahdi Kamani, Rana Forsati

arxiv:2104.01634 v1 · 2021-04-04 · cs.LG · cs.AI · 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{IV56BX2FDCJHQQXR74MITS3R2P}

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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

Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives

Receipt and verification

First computed	2026-07-05T02:29:02.120447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

457be0df4518927842f1ff1889cb71d3c97bd236bfdb444188ad70222af1b676

Aliases

arxiv: 2104.01634 · arxiv_version: 2104.01634v1 · doi: 10.48550/arxiv.2104.01634 · pith_short_12: IV56BX2FDCJH · pith_short_16: IV56BX2FDCJHQQXR · pith_short_8: IV56BX2F

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/IV56BX2FDCJHQQXR74MITS3R2P \
  | 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: 457be0df4518927842f1ff1889cb71d3c97bd236bfdb444188ad70222af1b676

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89b9af7ce663186178fc99dfae9e0656e81e25417209880763a65f2aa22b201b",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-04T15:49:35Z",
    "title_canon_sha256": "080666fb51493584aff21badd052302f19d0b1a86efbe882d9bafb9dc4750b96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.01634",
    "kind": "arxiv",
    "version": 1
  }
}