Pith Number

pith:Q62G5UFL

pith:2025:Q62G5UFLAMHSYMDNRIH63N6OWN

not attested not anchored not stored refs pending

TACO: Tackling Over-correction in Federated Learning with Tailored Adaptive Correction

Carlee Joe-Wong, Deke Guo, Edith Ngai, Jingpu Duan, Weijie Liu, Xiaoxi Zhang, Xu Chen, Ziwei Zhan

arxiv:2504.17528 v1 · 2025-04-24 · 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{Q62G5UFLAMHSYMDNRIH63N6OWN}

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.

Receipt and verification

First computed	2026-07-05T10:53:30.470081Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87b46ed0ab030f2c306d8a0fedb7ceb34e9d3d7bb668ff2bae76701c8388410f

Aliases

arxiv: 2504.17528 · arxiv_version: 2504.17528v1 · doi: 10.48550/arxiv.2504.17528 · pith_short_12: Q62G5UFLAMHS · pith_short_16: Q62G5UFLAMHSYMDN · pith_short_8: Q62G5UFL

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/Q62G5UFLAMHSYMDNRIH63N6OWN \
  | 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: 87b46ed0ab030f2c306d8a0fedb7ceb34e9d3d7bb668ff2bae76701c8388410f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d43d4f6a305f8532d9d8567bdc7956b5e477b29b6cbdf4c08296b4e2f785fce",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-24T13:16:21Z",
    "title_canon_sha256": "dade7fe7a88877a37aab66d76ba87b2f0a5f9fd1eed3cc3d35cd922de24a1a3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17528",
    "kind": "arxiv",
    "version": 1
  }
}