Pith Number

pith:WJEPYJOP

pith:2024:WJEPYJOPOSDV7PZ4ITLERWUT6J

not attested not anchored not stored refs pending

Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness

Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic

arxiv:2408.03425 v3 · 2024-08-06 · cs.LG · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WJEPYJOPOSDV7PZ4ITLERWUT6J}

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

Lookahead Counterfactual Fairness

Receipt and verification

First computed	2026-07-05T10:54:35.157149Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b248fc25cf74875fbf3c44d648da93f254a24678e7a7e0188680266ab4b0972a

Aliases

arxiv: 2408.03425 · arxiv_version: 2408.03425v3 · doi: 10.48550/arxiv.2408.03425 · pith_short_12: WJEPYJOPOSDV · pith_short_16: WJEPYJOPOSDV7PZ4 · pith_short_8: WJEPYJOP

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/WJEPYJOPOSDV7PZ4ITLERWUT6J \
  | 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: b248fc25cf74875fbf3c44d648da93f254a24678e7a7e0188680266ab4b0972a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73f8509d97a259c1c6e11429aab75d26c3b60147e892da628e1ddadd9f70bf5d",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-06T20:02:57Z",
    "title_canon_sha256": "7a98e03c6e3a58f7ccfdeb36d24501df64e5447ea760e90740876969cf3f8cd1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.03425",
    "kind": "arxiv",
    "version": 3
  }
}