Parallel-and-stream accelerator for computationally fast supervised learning
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Publication:2084080
DOI10.1016/j.csda.2022.107587OpenAlexW3209930278WikidataQ114902554 ScholiaQ114902554MaRDI QIDQ2084080
Peter X.-K. Song, Emily C. Hector, Lan Luo
Publication date: 17 October 2022
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2111.00032
Cites Work
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- Large Sample Properties of Generalized Method of Moments Estimators
- On statistics, computation and scalability
- Combining information from independent sources through confidence distributions
- Cauchy and the gradient method
- Score-matching representative approach for big data analysis with generalized linear models
- Efficient recursive estimation. Application to estimating the parameters of a covariance function
- Correlated data analysis: modeling, analytics, and applications
- Quadratic inference function approach to merging longitudinal studies: validation and joint estimation
- Bayes and likelihood calculations from confidence intervals
- Optimal Subsampling for Large Sample Logistic Regression
- Confidence Distribution, the Frequentist Distribution Estimator of a Parameter: A Review
- A Distributed and Integrated Method of Moments for High-Dimensional Correlated Data Analysis
- Renewable Estimation and Incremental Inference in Generalized Linear Models with Streaming Data Sets
- Information-Based Optimal Subdata Selection for Big Data Linear Regression
- Confidence Distributions and a Unifying Framework for Meta-Analysis
- An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias
- A Stochastic Approximation Method
- Scalable estimation strategies based on stochastic approximations: classical results and new insights