Pith Number

pith:X773IKO4

pith:2018:X773IKO42CGPXVICHESU73LBRS

not attested not anchored not stored refs pending

Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates

Dong Yin, Kannan Ramchandran, Peter Bartlett, Yudong Chen

arxiv:1803.01498 v2 · 2018-03-05 · cs.LG · cs.CR · cs.DC · 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{X773IKO42CGPXVICHESU73LBRS}

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

Algorithms of Robust Stochastic Optimization Based on Mirror Descent Method

BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning

Receipt and verification

First computed	2026-07-05T02:18:13.349929Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfffb429dcd08cfbd50239254fed618c8d77948331455f22b5c76603a1d7af0b

Aliases

arxiv: 1803.01498 · arxiv_version: 1803.01498v2 · doi: 10.48550/arxiv.1803.01498 · pith_short_12: X773IKO42CGP · pith_short_16: X773IKO42CGPXVIC · pith_short_8: X773IKO4

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/X773IKO42CGPXVICHESU73LBRS \
  | 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: bfffb429dcd08cfbd50239254fed618c8d77948331455f22b5c76603a1d7af0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3eb3f1e75ce59b849ac8868e29cf1cae93594b3470b67d2d36aeb033ed91eb83",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-05T05:04:17Z",
    "title_canon_sha256": "757242c8e4e4c5abf73f8cea2df44c585711020ce1fc235c5bd9ed7a4bcd6c16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.01498",
    "kind": "arxiv",
    "version": 2
  }
}