Pith Number

pith:GNTXEV4N

pith:2022:GNTXEV4NCIBDAG75W2RY5MD5SL

not attested not anchored not stored refs pending

FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation

Boian S. Alexandrov, Charles Nicholas, Luke E. Richards, Maksim E. Eren, Manish Bhattarai, Roberto Yus

arxiv:2205.02359 v1 · 2022-05-04 · cs.LG · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GNTXEV4NCIBDAG75W2RY5MD5SL}

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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

Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions

Receipt and verification

First computed	2026-07-05T04:20:36.344709Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

336772578d1202301bfdb6a38eb07d92f8b8b431c70e807c42e996987cbb5fa4

Aliases

arxiv: 2205.02359 · arxiv_version: 2205.02359v1 · doi: 10.48550/arxiv.2205.02359 · pith_short_12: GNTXEV4NCIBD · pith_short_16: GNTXEV4NCIBDAG75 · pith_short_8: GNTXEV4N

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/GNTXEV4NCIBDAG75W2RY5MD5SL \
  | 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: 336772578d1202301bfdb6a38eb07d92f8b8b431c70e807c42e996987cbb5fa4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba6848cd8fa27faba023836773a3c2f11b52000aad89cbfda32f65f0342e6eb2",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-04T23:42:14Z",
    "title_canon_sha256": "3f04ef0ec0c6ee7a6c6c368cf094b4a4ebbd1112cb3bb0216f0183c99a6a5048"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.02359",
    "kind": "arxiv",
    "version": 1
  }
}