Pith Number

pith:BXTHG27K

pith:2018:BXTHG27KXDEBXOS3EHF2PZELBI

not attested not anchored not stored refs pending

AdaShift: Decorrelation and Convergence of Adaptive Learning Rate Methods

Guansong Lu, Hongwei Wang, Qingru Zhang, Weinan Zhang, Yong Yu, Zhiming Zhou

arxiv:1810.00143 v4 · 2018-09-29 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BXTHG27KXDEBXOS3EHF2PZELBI}

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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

1 paper in Pith

Adaptive Federated Optimization

Receipt and verification

First computed	2026-05-17T23:42:42.984496Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0de6736beab8c81bba5b21cba7e48b0a1622a8497f89a698ced344f757c20cd1

Aliases

arxiv: 1810.00143 · arxiv_version: 1810.00143v4 · doi: 10.48550/arxiv.1810.00143 · pith_short_12: BXTHG27KXDEB · pith_short_16: BXTHG27KXDEBXOS3 · pith_short_8: BXTHG27K

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/BXTHG27KXDEBXOS3EHF2PZELBI \
  | 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: 0de6736beab8c81bba5b21cba7e48b0a1622a8497f89a698ced344f757c20cd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47411bb5f1835ba7c0c7c16a4c370026d1b1e5d894f6ec52f0d251ffa6970dba",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-29T03:52:20Z",
    "title_canon_sha256": "ba660c3a07969b5a3cd42f17bdbfe0548ef6ac74b35a9ae2f10d3b3442bd45cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.00143",
    "kind": "arxiv",
    "version": 4
  }
}