Pith Number

pith:FKWY4PTU

pith:2023:FKWY4PTUFMZDM467L6RWFCJTXT

not attested not anchored not stored refs pending

Improving Accelerated Federated Learning with Compression and Importance Sampling

Grigory Malinovsky, Micha{\l} Grudzie\'n, Peter Richt\'arik

arxiv:2306.03240 v1 · 2023-06-05 · 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{FKWY4PTUFMZDM467L6RWFCJTXT}

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	2026-07-05T06:17:55.448700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2aad8e3e742b323673df5fa3628933bcd7e021068236972e4270e1d0c53da345

Aliases

arxiv: 2306.03240 · arxiv_version: 2306.03240v1 · doi: 10.48550/arxiv.2306.03240 · pith_short_12: FKWY4PTUFMZD · pith_short_16: FKWY4PTUFMZDM467 · pith_short_8: FKWY4PTU

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/FKWY4PTUFMZDM467L6RWFCJTXT \
  | 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: 2aad8e3e742b323673df5fa3628933bcd7e021068236972e4270e1d0c53da345

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56eda6ef7cf112a12b08c99e9cb68d6fcc51ff0d17bf843ba634d6f41c965b54",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-05T20:50:36Z",
    "title_canon_sha256": "43b273889b55c16cc94f1a8122e8a3a2d1fcc7d8d83012318b72a28b27008f32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03240",
    "kind": "arxiv",
    "version": 1
  }
}