Pith Number

pith:GC3TUYHX

pith:2025:GC3TUYHXJ3THCIMUBE73JITLQT

not attested not anchored not stored refs pending

Fairness Overfitting in Machine Learning: An Information-Theoretic Perspective

Firas Laakom, Haobo Chen, J\"urgen Schmidhuber, Yuheng Bu

arxiv:2506.07861 v1 · 2025-06-09 · cs.LG · cs.AI · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GC3TUYHXJ3THCIMUBE73JITLQT}

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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

FedPF: Accurate Target Privacy Preserving Federated Learning Balancing Fairness and Utility

Receipt and verification

First computed	2026-07-05T11:18:34.634230Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30b73a60f74ee6712194093fb4a26b84f20ea1d5d00a6f1f85bdd52b6d681378

Aliases

arxiv: 2506.07861 · arxiv_version: 2506.07861v1 · doi: 10.48550/arxiv.2506.07861 · pith_short_12: GC3TUYHXJ3TH · pith_short_16: GC3TUYHXJ3THCIMU · pith_short_8: GC3TUYHX

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/GC3TUYHXJ3THCIMUBE73JITLQT \
  | 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: 30b73a60f74ee6712194093fb4a26b84f20ea1d5d00a6f1f85bdd52b6d681378

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fea2075bcb331f740a7620a515c9f6277b3a4ef0ab3af04b4ce2fe40e0588e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T15:24:56Z",
    "title_canon_sha256": "2f7aa8ac83b5ac9faaa58455d4bb5d4c0ed4e93de8f94452933836094096f291"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07861",
    "kind": "arxiv",
    "version": 1
  }
}