Pith Number

pith:EM2LYL5W

pith:2025:EM2LYL5W56MZJ7XJUT2NHSW7VO

not attested not anchored not stored refs pending

FedRP: A Communication-Efficient Approach for Differentially Private Federated Learning Using Random Projection

Mohammad Hasan Narimani, Mostafa Tavassolipour

arxiv:2509.10041 v1 · 2025-09-12 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EM2LYL5W56MZJ7XJUT2NHSW7VO}

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	2026-07-05T12:11:01.055995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2334bc2fb6ef9994fee9a4f4d3cadfabac237d902a49ad76c2bf189e0894105b

Aliases

arxiv: 2509.10041 · arxiv_version: 2509.10041v1 · doi: 10.48550/arxiv.2509.10041 · pith_short_12: EM2LYL5W56MZ · pith_short_16: EM2LYL5W56MZJ7XJ · pith_short_8: EM2LYL5W

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/EM2LYL5W56MZJ7XJUT2NHSW7VO \
  | 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: 2334bc2fb6ef9994fee9a4f4d3cadfabac237d902a49ad76c2bf189e0894105b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b9db17c6bbba37f066024b95e66b1dc486dbe4a2e36811bfbb6dce9cf863bce",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-12T08:08:48Z",
    "title_canon_sha256": "2e79fd2005eaec97721a7e29c44f3bb73d950b872773d3172cecb438fdff83df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.10041",
    "kind": "arxiv",
    "version": 1
  }
}