Pith Number

pith:U5YWIRUB

pith:2017:U5YWIRUBK53YWYDI67FK4ZNCL4

not attested not anchored not stored refs pending

A Unified Approach to Adaptive Regularization in Online and Stochastic Optimization

Tomer Koren, Vineet Gupta, Yoram Singer

arxiv:1706.06569 v1 · 2017-06-20 · cs.LG · math.OC · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U5YWIRUBK53YWYDI67FK4ZNCL4}

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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

5 papers in Pith

Training Deep Learning Models with Norm-Constrained LMOs

Muon Does Not Converge on Convex Lipschitz Functions

Last Iterate Convergence of AdaGrad-Norm for Convex Non-Smooth Optimization

Stochastic Auto-conditioned Fast Gradient Methods with Optimal Rates

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	2026-05-18T00:42:02.895392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a77164468157778b6068f7caae65a25f24f23d836a62c90700f49814357bb30c

Aliases

arxiv: 1706.06569 · arxiv_version: 1706.06569v1 · doi: 10.48550/arxiv.1706.06569 · pith_short_12: U5YWIRUBK53Y · pith_short_16: U5YWIRUBK53YWYDI · pith_short_8: U5YWIRUB

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/U5YWIRUBK53YWYDI67FK4ZNCL4 \
  | 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: a77164468157778b6068f7caae65a25f24f23d836a62c90700f49814357bb30c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29f21279e25c99f4ba0cc0aad1893b8274a4f0655f1d1bb00cb43787ace23a6d",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-06-20T17:51:00Z",
    "title_canon_sha256": "50dd9cdfb00a87f2b03006b1897eecc0360e120f7feb9af1cb95440026733393"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.06569",
    "kind": "arxiv",
    "version": 1
  }
}