Pith Number

pith:25ARY5IQ

pith:2023:25ARY5IQN5LFV3ZYQGVPXADUAX

not attested not anchored not stored refs pending

Online Statistical Inference for Nonlinear Stochastic Approximation with Markovian Data

Jiadong Liang, Xiang Li, Zhihua Zhang

arxiv:2302.07690 v2 · 2023-02-15 · math.ST · stat.ME · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{25ARY5IQN5LFV3ZYQGVPXADUAX}

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

Statistical Efficiency and Inference of Quantile Distributional Reinforcement Learning

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

Berry-Esseen bounds for multivariate martingale difference sequences in the Kolmogorov distance

Receipt and verification

First computed	2026-07-05T05:43:20.639671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7411c75106f565aef3881aafb807405c8dbf2788a699c6e21de083d2cf80a04

Aliases

arxiv: 2302.07690 · arxiv_version: 2302.07690v2 · doi: 10.48550/arxiv.2302.07690 · pith_short_12: 25ARY5IQN5LF · pith_short_16: 25ARY5IQN5LFV3ZY · pith_short_8: 25ARY5IQ

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/25ARY5IQN5LFV3ZYQGVPXADUAX \
  | 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: d7411c75106f565aef3881aafb807405c8dbf2788a699c6e21de083d2cf80a04

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e043636d4406abbaa9a1165d80d6d667b42c08d7c95d286ad3851cd1fe54e74b",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2023-02-15T14:31:11Z",
    "title_canon_sha256": "262e11400426adc212dea0094d6b5999c91809cce0eb9042d49af7a7915ede24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07690",
    "kind": "arxiv",
    "version": 2
  }
}