Pith Number

pith:4R7A6UGL

pith:2022:4R7A6UGLJ7HSK66GA4VKGXZAZ2

not attested not anchored not stored refs pending

Performance Weighting for Robust Federated Learning Against Corrupted Sources

Dimitris Stripelis, Jose Luis Ambite, Marcin Abram

arxiv:2205.01184 v1 · 2022-05-02 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4R7A6UGLJ7HSK66GA4VKGXZAZ2}

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

Rate-My-LoRA: Efficient and Adaptive Federated Model Tuning for Cardiac MRI Segmentation

Receipt and verification

First computed	2026-07-05T04:20:01.797186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e47e0f50cb4fcf257bc6072aa35f20ce86ec572f15362d1a358b1155049a8695

Aliases

arxiv: 2205.01184 · arxiv_version: 2205.01184v1 · doi: 10.48550/arxiv.2205.01184 · pith_short_12: 4R7A6UGLJ7HS · pith_short_16: 4R7A6UGLJ7HSK66G · pith_short_8: 4R7A6UGL

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/4R7A6UGLJ7HSK66GA4VKGXZAZ2 \
  | 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: e47e0f50cb4fcf257bc6072aa35f20ce86ec572f15362d1a358b1155049a8695

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bac0cf08f3a2128b6cd55f7be3729647f7f5d5e5666c74cff5e1b53f796b7711",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-02T20:01:44Z",
    "title_canon_sha256": "2e8f4915f16585f0645a882d8c85c1868226661688302116391e3b9bc76a5296"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.01184",
    "kind": "arxiv",
    "version": 1
  }
}