Pith Number

pith:HW5WU2MQ

pith:2024:HW5WU2MQDVWXNDQTUSBLZV54XF

not attested not anchored not stored refs pending

FedBaF: Federated Learning Aggregation Biased by a Foundation Model

Carlee Joe-Wong, Jong-Ik Park, Jos\'e M. F. Moura, Srinivasa Pranav

arxiv:2410.18352 v3 · 2024-10-24 · cs.LG · cs.CR · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HW5WU2MQDVWXNDQTUSBLZV54XF}

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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

FedTLU: Federated Learning with Targeted Layer Updates

Receipt and verification

First computed	2026-07-05T11:25:04.765041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3dbb6a69901d6d768e13a482bcd7bcb96ec49369d83e2cceeab15e6bae6a057c

Aliases

arxiv: 2410.18352 · arxiv_version: 2410.18352v3 · doi: 10.48550/arxiv.2410.18352 · pith_short_12: HW5WU2MQDVWX · pith_short_16: HW5WU2MQDVWXNDQT · pith_short_8: HW5WU2MQ

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/HW5WU2MQDVWXNDQTUSBLZV54XF \
  | 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: 3dbb6a69901d6d768e13a482bcd7bcb96ec49369d83e2cceeab15e6bae6a057c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17b116e72ea19b7567f04cd0b7872859d4a4057a053aefa8dab0bb71ce1d8a12",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-24T01:14:23Z",
    "title_canon_sha256": "d5e0da9165948a42648b5a523ba7e8c4173567e80b6591e7c0a2d8cfd49840ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18352",
    "kind": "arxiv",
    "version": 3
  }
}