Pith Number

pith:YBUXY3XU

pith:2024:YBUXY3XUCR5QQLRO6FSHF2CUB7

not attested not anchored not stored refs pending

Provable Complexity Improvement of AdaGrad over SGD: Upper and Lower Bounds in Stochastic Non-Convex Optimization

Aryan Mokhtari, Devyani Maladkar, Ruichen Jiang

arxiv:2406.04592 v3 · 2024-06-07 · math.OC · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{YBUXY3XUCR5QQLRO6FSHF2CUB7}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

Optimal Projection-Free Adaptive SGD for Matrix Optimization

Optimizer-Model Consistency: Full Finetuning with the Same Optimizer as Pretraining Forgets Less

A unified convergence theory for adaptive first-order methods in the nonconvex case, including AdaNorm, full and diagonal AdaGrad, Shampoo and Muo

Receipt and verification

First computed	2026-07-05T11:16:49.394832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0697c6ef4147b082e2ef16472e8540ff9032aa58c8b9ec20e4aa7e17f928fd5

Aliases

arxiv: 2406.04592 · arxiv_version: 2406.04592v3 · doi: 10.48550/arxiv.2406.04592 · pith_short_12: YBUXY3XUCR5Q · pith_short_16: YBUXY3XUCR5QQLRO · pith_short_8: YBUXY3XU

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/YBUXY3XUCR5QQLRO6FSHF2CUB7 \
  | 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: c0697c6ef4147b082e2ef16472e8540ff9032aa58c8b9ec20e4aa7e17f928fd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18c5c3778c35339e30f710b189501fa6f02cae6cf4a25898c5e30f343ef20fce",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-06-07T02:55:57Z",
    "title_canon_sha256": "a3e4dc679f11092440789ce090d029aff24fa83caf2dc172b73450a5c3cff012"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.04592",
    "kind": "arxiv",
    "version": 3
  }
}