On Submodular Set Cover Problems for Near-Optimal Online Kernel Basis Selection

Author:

Pradhan Hrusikesha1,Koppel Alec2,Rajawat Ketan1

Affiliation:

1. Indian Institute of Technology Kanpur,Department of Elect. Engg,Kanpur,Uttar Pradesh,India

2. Amazon,Supply Chain Optimization Technologies,Bellevue,WA,98004

Funder

Army Research Laboratory

Publisher

IEEE

Reference29 articles.

1. Nonparametric budgeted stochastic gradient descent;le;Artificial Intelligence and Statistics,2016

2. The Kernel Recursive Least-Squares Algorithm

3. Online Prediction of Time Series Data With Kernels

4. Online Learning with Kernels

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3. A Variance Reduced Nonconvex Stochastic Optimization Framework for Online Kernel Learning;2022 56th Asilomar Conference on Signals, Systems, and Computers;2022-10-31

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