Pith Number

pith:STKF6CF3

pith:2016:STKF6CF3CNPAMA5F4XB42HUWUK

not attested not anchored not stored refs pending

On Randomized Distributed Coordinate Descent with Quantized Updates

Lifeng Lai, Mostafa El Gamal

arxiv:1609.05539 v2 · 2016-09-18 · stat.ML · 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{STKF6CF3CNPAMA5F4XB42HUWUK}

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: Strategies for Improving Communication Efficiency

Receipt and verification

First computed	2026-05-18T00:52:25.333592Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94d45f08bb135e0603a5e5c3cd1e96a2a6cb59924205dd84b1b810a71f3754f8

Aliases

arxiv: 1609.05539 · arxiv_version: 1609.05539v2 · doi: 10.48550/arxiv.1609.05539 · pith_short_12: STKF6CF3CNPA · pith_short_16: STKF6CF3CNPAMA5F · pith_short_8: STKF6CF3

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/STKF6CF3CNPAMA5F4XB42HUWUK \
  | 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: 94d45f08bb135e0603a5e5c3cd1e96a2a6cb59924205dd84b1b810a71f3754f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3df932b438f5684987e0e497c995677eca1c67a874d27e36ae131f7e37f7f9cc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-09-18T20:17:00Z",
    "title_canon_sha256": "08f242b1e3444eab4725c576e7da0f6d5a52c85e88b0b0ea733221bc5d941bb2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1609.05539",
    "kind": "arxiv",
    "version": 2
  }
}