Pith Number

pith:RTJEDT5G

pith:2018:RTJEDT5GWGFIGUMUXZ7GJC6JHI

not attested not anchored not stored refs pending

LoAdaBoost: loss-based AdaBoost federated machine learning with reduced computational complexity on IID and non-IID intensive care data

Dianbo Liu, Hao Deng, Li Huang, Shifa Zhang, Yifeng Yin, Zeng Fu

arxiv:1811.12629 v4 · 2018-11-30 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{RTJEDT5GWGFIGUMUXZ7GJC6JHI}

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Record completeness

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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

1 paper in Pith

Multi-hop Federated Private Data Augmentation with Sample Compression

Receipt and verification

First computed	2026-07-05T01:26:37.789805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cd241cfa6b18a835194be7e648bc93a2b04d138dd183588573c1ec0cfea076a

Aliases

arxiv: 1811.12629 · arxiv_version: 1811.12629v4 · doi: 10.48550/arxiv.1811.12629 · pith_short_12: RTJEDT5GWGFI · pith_short_16: RTJEDT5GWGFIGUMU · pith_short_8: RTJEDT5G

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/RTJEDT5GWGFIGUMUXZ7GJC6JHI \
  | 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: 8cd241cfa6b18a835194be7e648bc93a2b04d138dd183588573c1ec0cfea076a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8635e412dd7313b5e90c52b81501baa785af93a23100e0dc406b87f74e103ea9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-30T06:05:21Z",
    "title_canon_sha256": "ca4ebb58b2fc26221cd1149467a7bfed1e270b7951468ad2110d9940addc37d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.12629",
    "kind": "arxiv",
    "version": 4
  }
}