Pith Number

pith:4TZLC5MY

pith:2025:4TZLC5MYJWNIMP7KUF3E4PYSF7

not attested not anchored not stored refs pending

MMiC: Mitigating Modality Incompleteness in Clustered Federated Learning

Ali Shakeri, Lina Yao, Lishan Yang, Quan Z. Sheng, Wei Emma Zhang, Weitong Chen

arxiv:2505.06911 v3 · 2025-05-11 · 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{4TZLC5MYJWNIMP7KUF3E4PYSF7}

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	2026-07-05T11:56:56.906827Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4f2b175984d9a863feaa1764e3f122fdd3a9ec85dceb03c554474ad10806a5c

Aliases

arxiv: 2505.06911 · arxiv_version: 2505.06911v3 · doi: 10.48550/arxiv.2505.06911 · pith_short_12: 4TZLC5MYJWNI · pith_short_16: 4TZLC5MYJWNIMP7K · pith_short_8: 4TZLC5MY

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/4TZLC5MYJWNIMP7KUF3E4PYSF7 \
  | 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: e4f2b175984d9a863feaa1764e3f122fdd3a9ec85dceb03c554474ad10806a5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7dffbdbdb79bde8c15836d6fcd1aea4628de639a70c09d55b71f0d4de5abd7c2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-11T09:12:36Z",
    "title_canon_sha256": "bd6d51ce0e695f7b9eb1bce52e7bba8704aa9235e419e125447e1289fe3156bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06911",
    "kind": "arxiv",
    "version": 3
  }
}