Pith Number

pith:7JG3XNKB

pith:2024:7JG3XNKBASE7TIWEGRTVQOVS3Q

not attested not anchored not stored refs pending

Revisiting Ensembling in One-Shot Federated Learning

Akash Dhasade, Anne-Marie Kermarrec, Nirupam Gupta, Rachid Guerraoui, Rafael Pinot, Rafael Pires, Rishi Sharma, Youssef Allouah

arxiv:2411.07182 v1 · 2024-11-11 · cs.LG · 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{7JG3XNKBASE7TIWEGRTVQOVS3Q}

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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

Demystifying the Optimal Fair Classifier in Multi-Class Classification

Receipt and verification

First computed	2026-07-05T09:33:58.480998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa4dbbb5410489f9a2c43467583ab2dc36b0339e4f15873fe3d4fcebbc28ee2b

Aliases

arxiv: 2411.07182 · arxiv_version: 2411.07182v1 · doi: 10.48550/arxiv.2411.07182 · pith_short_12: 7JG3XNKBASE7 · pith_short_16: 7JG3XNKBASE7TIWE · pith_short_8: 7JG3XNKB

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/7JG3XNKBASE7TIWEGRTVQOVS3Q \
  | 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: fa4dbbb5410489f9a2c43467583ab2dc36b0339e4f15873fe3d4fcebbc28ee2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26c71a8791b8a55e8a75747dcb50b5a0cf19061e72ee38b2a63fc575cb9e0283",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-11T17:58:28Z",
    "title_canon_sha256": "6ee90e66570e25451e3237128d05dbb435df3e0bfae397ee23a4ec30ed29918f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07182",
    "kind": "arxiv",
    "version": 1
  }
}