Pith Number

pith:KG4SERHN

pith:2024:KG4SERHNQKRJQCBCWP3UWUCXVI

not attested not anchored not stored refs pending

FedECADO: A Dynamical System Model of Federated Learning

Aayushya Agarwal, Gauri Joshi, Larry Pileggi

arxiv:2410.09933 v1 · 2024-10-13 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KG4SERHNQKRJQCBCWP3UWUCXVI}

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	2026-07-05T09:20:08.262888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51b92244ed82a2980822b3f74b5057aa3375ac56bb6a187c2b67fd760346085b

Aliases

arxiv: 2410.09933 · arxiv_version: 2410.09933v1 · doi: 10.48550/arxiv.2410.09933 · pith_short_12: KG4SERHNQKRJ · pith_short_16: KG4SERHNQKRJQCBC · pith_short_8: KG4SERHN

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/KG4SERHNQKRJQCBCWP3UWUCXVI \
  | 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: 51b92244ed82a2980822b3f74b5057aa3375ac56bb6a187c2b67fd760346085b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58bb285bc07d5ffad896ba3604c8878cf7ea0a25ac1b8fb3822db67ff471bb75",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-13T17:26:43Z",
    "title_canon_sha256": "608441f9ae2c3dbda59c7a0e4bf16a28861f1df9d1a23210f2f13bc51c49c388"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09933",
    "kind": "arxiv",
    "version": 1
  }
}