Pith Number

pith:WX3PEXVM

pith:2024:WX3PEXVM5WOA667EBWDC6TI3ES

not attested not anchored not stored refs pending

Fast Nonlinear Two-Time-Scale Stochastic Approximation: Achieving $O(1/k)$ Finite-Sample Complexity

Thinh T. Doan

arxiv:2401.12764 v3 · 2024-01-23 · 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{WX3PEXVM5WOA667EBWDC6TI3ES}

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

1 paper in Pith

Finite-Time Decoupled Convergence in Nonlinear Two-Time-Scale Stochastic Approximation

Receipt and verification

First computed	2026-07-05T07:59:21.196555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5f6f25eaced9c0f7be40d862f4d1b248f6189b54738f020bfa36bc51cd2c381

Aliases

arxiv: 2401.12764 · arxiv_version: 2401.12764v3 · doi: 10.48550/arxiv.2401.12764 · pith_short_12: WX3PEXVM5WOA · pith_short_16: WX3PEXVM5WOA667E · pith_short_8: WX3PEXVM

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/WX3PEXVM5WOA667EBWDC6TI3ES \
  | 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: b5f6f25eaced9c0f7be40d862f4d1b248f6189b54738f020bfa36bc51cd2c381

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d808a04883960553042ae4b4a8bc808aa8132b514003d42a7460ea64bb453a7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-01-23T13:44:15Z",
    "title_canon_sha256": "e003201dab25b6062a3a968f63303c124f9723f448a693f695769c1dbadd4272"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12764",
    "kind": "arxiv",
    "version": 3
  }
}