Pith Number

pith:6USCNYDQ

pith:2023:6USCNYDQ73KR55YRX5WYLZAPBA

not attested not anchored not stored refs pending

A simple uniformly optimal method without line search for convex optimization

Guanghui Lan, Tianjiao Li

arxiv:2310.10082 v3 · 2023-10-16 · math.OC · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6USCNYDQ73KR55YRX5WYLZAPBA}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

3 papers in Pith

Uniformly Optimal and Parameter-free First-order Methods for Convex and Function-constrained Optimization

Projected gradient methods for nonconvex and stochastic smooth optimization: new complexities and auto-conditioned stepsizes

A Proximal Stochastic Gradient Method with Adaptive Step Size and Variance Reduction for Convex Composite Optimization

Receipt and verification

First computed	2026-07-05T08:56:14.650750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f52426e070fed51ef711bf6d85e40f0805bcbfad666a0111eae97de67fd748d3

Aliases

arxiv: 2310.10082 · arxiv_version: 2310.10082v3 · doi: 10.48550/arxiv.2310.10082 · pith_short_12: 6USCNYDQ73KR · pith_short_16: 6USCNYDQ73KR55YR · pith_short_8: 6USCNYDQ

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/6USCNYDQ73KR55YRX5WYLZAPBA \
  | 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: f52426e070fed51ef711bf6d85e40f0805bcbfad666a0111eae97de67fd748d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8b91479f6943f9333c662a2edc179aae2ebbe72dfbaeda53885defadbbb0cdf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2023-10-16T05:26:03Z",
    "title_canon_sha256": "34ecad5843238baf8aacda0118d80cf467bba99a7c4cd54281d8119ffeb90567"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10082",
    "kind": "arxiv",
    "version": 3
  }
}