Pith Number

pith:YW7VZQKW

pith:2024:YW7VZQKWUIHJO4LL7L52IPZHKP

not attested not anchored not stored refs pending

Communication-Efficient Federated Learning via Clipped Uniform Quantization

Hao Chen, Zavareh Bozorgasl

arxiv:2405.13365 v2 · 2024-05-22 · cs.LG · cs.MA · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YW7VZQKWUIHJO4LL7L52IPZHKP}

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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

Integrating Pruning with Quantization for Efficient Deep Neural Networks Compression

Receipt and verification

First computed	2026-07-05T09:49:05.180554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5bf5cc156a20e97716bfafba43f2753e8168c1a789622a0b49586c3f704e5f6

Aliases

arxiv: 2405.13365 · arxiv_version: 2405.13365v2 · doi: 10.48550/arxiv.2405.13365 · pith_short_12: YW7VZQKWUIHJ · pith_short_16: YW7VZQKWUIHJO4LL · pith_short_8: YW7VZQKW

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/YW7VZQKWUIHJO4LL7L52IPZHKP \
  | 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: c5bf5cc156a20e97716bfafba43f2753e8168c1a789622a0b49586c3f704e5f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1e293d9d85f5300925cd59f613b5d3fce68a6bd712919360cc89f79dbe05ed1",
    "cross_cats_sorted": [
      "cs.MA",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-22T05:48:25Z",
    "title_canon_sha256": "aebab11fbfcbe244a86b984411d453b69b2ecfd140fd70c4396327e87ed7d920"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13365",
    "kind": "arxiv",
    "version": 2
  }
}