Pith Number

pith:6Z6TA7H4

pith:2023:6Z6TA7H4KDIDV4AP4FTLKGMFPU

not attested not anchored not stored refs pending

SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning

Julien Ferry (LAAS-ROC), Marie-Jos\'e Huguet (LAAS-ROC), Mohamed Siala (LAAS-ROC), S\'ebastien Gambs (UQAM), Ulrich A\"ivodji (ETS)

arxiv:2312.16191 v1 · 2023-12-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6Z6TA7H4KDIDV4AP4FTLKGMFPU}

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

2 papers in Pith

SoK: Colluding Adversaries in Machine Learning Pipelines

Crowding Out The Noise: Algorithmic Collective Action Under Differential Privacy

Receipt and verification

First computed	2026-07-05T07:28:14.020482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f67d307cfc50d03af00fe166b519857d3b79e2fcdc942974cc76908969405c96

Aliases

arxiv: 2312.16191 · arxiv_version: 2312.16191v1 · doi: 10.48550/arxiv.2312.16191 · pith_short_12: 6Z6TA7H4KDID · pith_short_16: 6Z6TA7H4KDIDV4AP · pith_short_8: 6Z6TA7H4

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/6Z6TA7H4KDIDV4AP4FTLKGMFPU \
  | 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: f67d307cfc50d03af00fe166b519857d3b79e2fcdc942974cc76908969405c96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8400583eac82a999311ed59a45d667e2ee3590d3d219875d1457455f2bae1dd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-22T08:11:33Z",
    "title_canon_sha256": "2a76f709f07564495a3c992902a656fb1d36b9b0aa5b9c32ea7f454a3dea10da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16191",
    "kind": "arxiv",
    "version": 1
  }
}