Pith Number

pith:JCCWZCLS

pith:2023:JCCWZCLS5BBXKXOY2KZKUTIG6E

not attested not anchored not stored refs pending

A Masked Pruning Approach for Dimensionality Reduction in Communication-Efficient Federated Learning Systems

Kobi Cohen, Tamir L.S. Gez

arxiv:2312.03889 v1 · 2023-12-06 · cs.LG · cs.AI · 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{JCCWZCLS5BBXKXOY2KZKUTIG6E}

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

Efficient Privacy-Preserving Cross-Silo Federated Learning with Multi-Key Homomorphic Encryption

Receipt and verification

First computed	2026-07-05T07:21:16.176833Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48856c8972e843755dd8d2b2aa4d06f11127707c15daa6ad5ecc7e680f707b97

Aliases

arxiv: 2312.03889 · arxiv_version: 2312.03889v1 · doi: 10.48550/arxiv.2312.03889 · pith_short_12: JCCWZCLS5BBX · pith_short_16: JCCWZCLS5BBXKXOY · pith_short_8: JCCWZCLS

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/JCCWZCLS5BBXKXOY2KZKUTIG6E \
  | 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: 48856c8972e843755dd8d2b2aa4d06f11127707c15daa6ad5ecc7e680f707b97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfee2035fbf2d03751126a0571da5b810bf8059a2357652df3d4fc47c93f17ba",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-06T20:29:23Z",
    "title_canon_sha256": "84b175d841e3f588da25b365af8ab77221357b86ea96189ef84ee1277c5acdc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03889",
    "kind": "arxiv",
    "version": 1
  }
}