Pith Number

pith:QZOJLYIM

pith:2019:QZOJLYIM6NL4TVZBTDBB2PCKY6

not attested not anchored not stored refs pending

On the Variance of the Adaptive Learning Rate and Beyond

Haoming Jiang, Jianfeng Gao, Jiawei Han, Liyuan Liu, Pengcheng He, Weizhu Chen, XiaoDong Liu

arxiv:1908.03265 v4 · 2019-08-08 · cs.LG · cs.CL · stat.ML

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\usepackage{pith}
\pithnumber{QZOJLYIM6NL4TVZBTDBB2PCKY6}

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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

27 papers in Pith

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Receipt and verification

First computed	2026-07-05T03:25:28.038414Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

865c95e10cf357c9d72198c21d3c4ac78dd1a2d220c4077cb4595b80d3121899

Aliases

arxiv: 1908.03265 · arxiv_version: 1908.03265v4 · doi: 10.48550/arxiv.1908.03265 · pith_short_12: QZOJLYIM6NL4 · pith_short_16: QZOJLYIM6NL4TVZB · pith_short_8: QZOJLYIM

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/QZOJLYIM6NL4TVZBTDBB2PCKY6 \
  | 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: 865c95e10cf357c9d72198c21d3c4ac78dd1a2d220c4077cb4595b80d3121899

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86ea584269e8243e14959500d0fd6a28a03387172b3915c99bc9e93bdb218b99",
    "cross_cats_sorted": [
      "cs.CL",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-08T20:51:17Z",
    "title_canon_sha256": "babc3347877d33cd22acc4e3dec52a87386dd46f42b024e023950848177c606d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.03265",
    "kind": "arxiv",
    "version": 4
  }
}