Pith Number

pith:QF3OFTQK

pith:2024:QF3OFTQKM2CMREFQZQBGLDYEDE

not attested not anchored not stored refs pending

Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data

Anthony Man-Cho So, Jiang Hu, Jiaojiao Zhang, Mikael Johansson

arxiv:2406.08465 v1 · 2024-06-12 · 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{QF3OFTQKM2CMREFQZQBGLDYEDE}

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.

Cited by

1 paper in Pith

Federated Learning on Riemannian Manifolds: A Gradient-Free Projection-Based Approach

Receipt and verification

First computed	2026-07-05T08:31:00.311762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8176e2ce0a6684c890b0cc02658f04190b733fdb73dac74a04edc10b511fcb7e

Aliases

arxiv: 2406.08465 · arxiv_version: 2406.08465v1 · doi: 10.48550/arxiv.2406.08465 · pith_short_12: QF3OFTQKM2CM · pith_short_16: QF3OFTQKM2CMREFQ · pith_short_8: QF3OFTQK

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/QF3OFTQKM2CMREFQZQBGLDYEDE \
  | 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: 8176e2ce0a6684c890b0cc02658f04190b733fdb73dac74a04edc10b511fcb7e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a75a2d90a6d569238dfb9a1ca927e5c4bf14536bcf669119ee3185bb6fd9034",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-12T17:53:28Z",
    "title_canon_sha256": "f8c10fca08993bd8aa6ebd53c3d8292224b6877b7e8c9e7704b79c59edcc41a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08465",
    "kind": "arxiv",
    "version": 1
  }
}