Pith Number

pith:BNL4NNOL

pith:2024:BNL4NNOLIPDFTNYKRYK7JPUDF4

not attested not anchored not stored refs pending

Enhancing Convergence of Decentralized Gradient Tracking under the KL Property

Gesualdo Scutari, Tianyu Cao, Xiaokai Chen

arxiv:2412.09556 v1 · 2024-12-12 · math.OC · cs.LG · cs.SY · eess.SY · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BNL4NNOLIPDFTNYKRYK7JPUDF4}

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

2 papers in Pith

A Unified Algorithm for Nonconvex Decentralized Nonlinear Optimization

A Unified Fractional Regularization Framework for Sparse Recovery

Receipt and verification

First computed	2026-07-05T09:48:26.305909Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0b57c6b5cb43c659b70a8e15f4be832f2b7ef44958d6509d9c4806591324f4b4

Aliases

arxiv: 2412.09556 · arxiv_version: 2412.09556v1 · doi: 10.48550/arxiv.2412.09556 · pith_short_12: BNL4NNOLIPDF · pith_short_16: BNL4NNOLIPDFTNYK · pith_short_8: BNL4NNOL

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/BNL4NNOLIPDFTNYKRYK7JPUDF4 \
  | 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: 0b57c6b5cb43c659b70a8e15f4be832f2b7ef44958d6509d9c4806591324f4b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86e5b145e78c0f5fc341768517caaa921c3553cbe0de8661517e8f43d113c9fe",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-12-12T18:44:36Z",
    "title_canon_sha256": "29c132f020dea7fadf6243a1175793698723e9e4e6f6bbc711b7f071382d476c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09556",
    "kind": "arxiv",
    "version": 1
  }
}