Martin J. Wainwright

University of California, Berkeley - Department of Statistics

United States

  • University of California, Berkeley - Department of Statistics

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Doubly High-Dimensional Contextual Bandits: An Interpretable Model for Joint Assortment-Pricing

The Wharton School Research Paper
Number of pages: 61 Posted: 14 Sep 2023
Junhui Cai, Ran Chen, Martin J. Wainwright and Linda Zhao
University of Notre Dame - Mendoza College of Business, Massachusetts Institute of Technology (MIT), University of California, Berkeley - Department of Statistics and University of Pennsylvania - Statistics Department
Downloads 121 (492,864)
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contextual bandits, on-line decision-making, high-dimensional statistics, low-rank matrices, factor models.

2.

Structured Regularizers for High-Dimensional Problems: Statistical and Computational Issues

Annual Review of Statistics and Its Application, Vol. 1, Issue 1, pp. 233-253, 2014
Posted: 07 Mar 2014
Martin J. Wainwright
University of California, Berkeley - Department of Statistics

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