Pith Number

pith:A6XEVBXM

pith:2020:A6XEVBXMRC4NA7JWF3MNBHPGLP

not attested not anchored not stored refs pending

LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets

Ang Li, Binghui Wang, Hai Li, Jingwei Sun, Lin Duan, Sicheng Li, Yiran Chen

arxiv:2008.03371 v1 · 2020-08-07 · cs.LG · 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{A6XEVBXMRC4NA7JWF3MNBHPGLP}

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

3 papers in Pith

Response-Conditioned Parallel-to-Sequential Orchestration for Multi-Agent Systems

Rethinking Parameter Sharing for LLM Fine-Tuning with Multiple LoRAs

Representation-Aligned Multi-Scale Personalization for Federated Learning

Receipt and verification

First computed	2026-07-05T01:25:41.107963Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07ae4a86ec88b8d07d362ed8d09de65be1503e88e232d41390f8368f95a776c1

Aliases

arxiv: 2008.03371 · arxiv_version: 2008.03371v1 · doi: 10.48550/arxiv.2008.03371 · pith_short_12: A6XEVBXMRC4N · pith_short_16: A6XEVBXMRC4NA7JW · pith_short_8: A6XEVBXM

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/A6XEVBXMRC4NA7JWF3MNBHPGLP \
  | 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: 07ae4a86ec88b8d07d362ed8d09de65be1503e88e232d41390f8368f95a776c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80d17a0bbb41fc43c32a4669f99e6f9e5e95b9c7090022f66a60ea99bbe38b2c",
    "cross_cats_sorted": [
      "cs.DC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-08-07T20:45:12Z",
    "title_canon_sha256": "3e3bdda86b440ece6a6d2b8cf314b19fbdd5b8fe2aa1b406b35391aa464fb351"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.03371",
    "kind": "arxiv",
    "version": 1
  }
}