Pith Number

pith:X3N55KN2

pith:2025:X3N55KN2IEHHFZMTD4Q56RBJ5A

not attested not anchored not stored refs pending

Quantized Rank Reduction: A Communications-Efficient Federated Learning Scheme for Network-Critical Applications

Constantine Kotropoulos, Dimitrios Kritsiolis

arxiv:2507.11183 v1 · 2025-07-15 · 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{X3N55KN2IEHHFZMTD4Q56RBJ5A}

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	2026-07-05T11:37:33.937091Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bedbdea9ba410e72e5931f21df4429e809e203c18ed319a376202dd987a8587b

Aliases

arxiv: 2507.11183 · arxiv_version: 2507.11183v1 · doi: 10.48550/arxiv.2507.11183 · pith_short_12: X3N55KN2IEHH · pith_short_16: X3N55KN2IEHHFZMT · pith_short_8: X3N55KN2

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/X3N55KN2IEHHFZMTD4Q56RBJ5A \
  | 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: bedbdea9ba410e72e5931f21df4429e809e203c18ed319a376202dd987a8587b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a58117b3f33289a5dccc42ff90288216eda65cb6224e0483379e0133d2bd033",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-15T10:37:59Z",
    "title_canon_sha256": "c0c8222bb751ad5df2a46bf3e7c1d299b67cb014b0a52ad68f74134bf0492ef7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11183",
    "kind": "arxiv",
    "version": 1
  }
}