Pith Number

pith:7PTPISAU

pith:2024:7PTPISAU4FN43WRKKGTEE2MT3C

not attested not anchored not stored refs pending

Fairness-Accuracy Trade-Offs: A Causal Perspective

Drago Plecko, Elias Bareinboim

arxiv:2405.15443 v2 · 2024-05-24 · 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{7PTPISAU4FN43WRKKGTEE2MT3C}

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

1 paper in Pith

Overcoming Fairness Trade-offs via Pre-processing: A Causal Perspective

Receipt and verification

First computed	2026-07-05T09:52:11.895784Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fbe6f44814e15bcdda2a51a6426993d8b96676676c053a1fd90a149437abe9de

Aliases

arxiv: 2405.15443 · arxiv_version: 2405.15443v2 · doi: 10.48550/arxiv.2405.15443 · pith_short_12: 7PTPISAU4FN4 · pith_short_16: 7PTPISAU4FN43WRK · pith_short_8: 7PTPISAU

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/7PTPISAU4FN43WRKKGTEE2MT3C \
  | 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: fbe6f44814e15bcdda2a51a6426993d8b96676676c053a1fd90a149437abe9de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca972c05d46e4a6395958853076629a1ee69498210c4899a5ecfb2a1dcc6b1ec",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T11:19:52Z",
    "title_canon_sha256": "2b4a0c11a587b265832855a4740494457d10f070f43c867ed40dee1f466888d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15443",
    "kind": "arxiv",
    "version": 2
  }
}