Pith Number

pith:P6KWUUWY

pith:2025:P6KWUUWYOLWBDPVOAZV2SQHYJK

not attested not anchored not stored refs pending

Convergence of Agnostic Federated Averaging

Dionysis Kalogerias, Herlock (SeyedAbolfazl) Rahimi

arxiv:2507.10325 v1 · 2025-07-14 · cs.LG · cs.DC · eess.SP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{P6KWUUWYOLWBDPVOAZV2SQHYJK}

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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	2026-07-05T11:36:49.507797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f956a52d872ec11beae066ba940f84a9cb497817129817b023db3da81378d88

Aliases

arxiv: 2507.10325 · arxiv_version: 2507.10325v1 · doi: 10.48550/arxiv.2507.10325 · pith_short_12: P6KWUUWYOLWB · pith_short_16: P6KWUUWYOLWBDPVO · pith_short_8: P6KWUUWY

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/P6KWUUWYOLWBDPVOAZV2SQHYJK \
  | 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: 7f956a52d872ec11beae066ba940f84a9cb497817129817b023db3da81378d88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3baa95234689d60d849ebdd5f354588cce8d1d0bd4db079b3f3cc9ca49a45855",
    "cross_cats_sorted": [
      "cs.DC",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-14T14:32:46Z",
    "title_canon_sha256": "581932ed59d7d489f053188562832b4362009aa86aa839745f22595f76bfb89c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10325",
    "kind": "arxiv",
    "version": 1
  }
}