Pith. sign in
Pith Number

pith:U75PL77U

pith:2026:U75PL77UU2USS7GK3PQ5EHNQ3I
not attested not anchored not stored refs pending

Communication-Efficient Byzantine-Robust Federated Conformal Prediction via Partial Model Sharing

Ehsan Lari, Reza Arablouei, Stefan Werner

arxiv:2602.18396 v2 · 2026-02-20 · cs.LG · eess.SP · math.PR · stat.AP · stat.ML

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\usepackage{pith}
\pithnumber{U75PL77UU2USS7GK3PQ5EHNQ3I}

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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.
Receipt and verification
First computed 2026-07-10T01:18:58.381624Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a7faf5fff4a6a9297ccadbe1d21db0da002b278acceb704f2db5d7c4eacfb1e3

Aliases

arxiv: 2602.18396 · arxiv_version: 2602.18396v2 · doi: 10.48550/arxiv.2602.18396 · pith_short_12: U75PL77UU2US · pith_short_16: U75PL77UU2USS7GK · pith_short_8: U75PL77U
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/U75PL77UU2USS7GK3PQ5EHNQ3I \
  | 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: a7faf5fff4a6a9297ccadbe1d21db0da002b278acceb704f2db5d7c4eacfb1e3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a7896c0989b5f29c5dd6b21865d26a465c08d6ed45251dbfa654eb6cf8d076b1",
    "cross_cats_sorted": [
      "eess.SP",
      "math.PR",
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-20T18:01:59Z",
    "title_canon_sha256": "e88972a1da712d0fa757d168d4e2297f3e7177e385bcf2fc831d29f5a5f05148"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.18396",
    "kind": "arxiv",
    "version": 2
  }
}