Pith Number

pith:6IN2ZI6N

pith:2022:6IN2ZI6NLSKFSYYI5NXBOQP2AA

not attested not anchored not stored refs pending

On the Generalization of Wasserstein Robust Federated Learning

Canh T. Dinh, Long Tan Le, Nguyen H. Tran, Tuan Dung Nguyen, Tung-Anh Nguyen

arxiv:2206.01432 v1 · 2022-06-03 · 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{6IN2ZI6NLSKFSYYI5NXBOQP2AA}

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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

Convergence of Agnostic Federated Averaging

Receipt and verification

First computed	2026-07-05T04:28:47.550034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f21baca3cd5c94596308eb6e1741fa001d8bac1d3a02778508cd9e30ebffd77d

Aliases

arxiv: 2206.01432 · arxiv_version: 2206.01432v1 · doi: 10.48550/arxiv.2206.01432 · pith_short_12: 6IN2ZI6NLSKF · pith_short_16: 6IN2ZI6NLSKFSYYI · pith_short_8: 6IN2ZI6N

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/6IN2ZI6NLSKFSYYI5NXBOQP2AA \
  | 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: f21baca3cd5c94596308eb6e1741fa001d8bac1d3a02778508cd9e30ebffd77d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4740f3a1d26986d80d2b3103845ff068c9782f9d0f273a56e31be3e5afc92366",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-03T07:44:21Z",
    "title_canon_sha256": "697b15c30c028e310b243b8d074ac0cf5f0197adcaefe4d4dcf5db8e939bc28d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.01432",
    "kind": "arxiv",
    "version": 1
  }
}