Pith Number

pith:C5Q6XKK3

pith:2024:C5Q6XKK3M4UBY6DWUEPWWZ3XRS

not attested not anchored not stored refs pending

FedMap: Iterative Magnitude-Based Pruning for Communication-Efficient Federated Learning

Aftab Khan, Alexander Herzog, Ioannis Mavromatis, Robbie Southam

arxiv:2406.19050 v1 · 2024-06-27 · 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{C5Q6XKK3M4UBY6DWUEPWWZ3XRS}

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

Benchmark Evaluation of Federated Learning on Multi-organ Images

Receipt and verification

First computed	2026-07-05T08:37:29.498921Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1761eba95b67281c7876a11f6b67778cb22c2ec734c0b8706dfa5f6a931f3078

Aliases

arxiv: 2406.19050 · arxiv_version: 2406.19050v1 · doi: 10.48550/arxiv.2406.19050 · pith_short_12: C5Q6XKK3M4UB · pith_short_16: C5Q6XKK3M4UBY6DW · pith_short_8: C5Q6XKK3

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/C5Q6XKK3M4UBY6DWUEPWWZ3XRS \
  | 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: 1761eba95b67281c7876a11f6b67778cb22c2ec734c0b8706dfa5f6a931f3078

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edb84507143487ff1968feb6eeb3e27c70162f6e40d4a461ca81cdfc48dea2d9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-27T09:58:43Z",
    "title_canon_sha256": "1a634fbcec5089d54066c3ff761efbfaad369498516e985354791c13eab49486"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.19050",
    "kind": "arxiv",
    "version": 1
  }
}