5

Randomized Sketches of Convex Programs With Sharp Guarantees

Pilanci, Mert, Wainwright, Martin J.
Journal:
IEEE Transactions on Information Theory
Year:
2015
Language:
english
File:
PDF, 706 KB
english, 2015
7

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Minimax lower bounds

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 340 KB
english, 2019
14

Privacy Aware Learning

Duchi, John C., Jordan, Michael I., Wainwright, Martin J.
Journal:
Journal of the ACM
Year:
2014
Language:
english
File:
PDF, 414 KB
english, 2014
17

On Surrogate Loss Functions and f-Divergences

XuanLong Nguyen, Martin J. Wainwright and Michael I. Jordan
Journal:
The Annals of Statistics
Year:
2009
Language:
english
File:
PDF, 2.02 MB
english, 2009
25

Sampled forms of functional PCA in reproducing kernel Hilbert spaces

Amini, Arash A., Wainwright, Martin J.
Journal:
The Annals of Statistics
Year:
2012
Language:
english
File:
PDF, 338 KB
english, 2012
29

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Metric entropy and its uses

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 285 KB
english, 2019
31

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Uniform laws of large numbers

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 237 KB
english, 2019
32

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Subject index

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 72 KB
english, 2019
33

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Reproducing kernel Hilbert spaces

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 291 KB
english, 2019
38

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Concentration of measure

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 279 KB
english, 2019
39

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Basic tail and concentration bounds

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 263 KB
english, 2019
40

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Localization and uniform laws

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 349 KB
english, 2019
42

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Introduction

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 219 KB
english, 2019
43

High-Dimensional Statistics (A Non-Asymptotic Viewpoint) || Nonparametric least squares

Wainwright, Martin J.
Year:
2019
Language:
english
File:
PDF, 497 KB
english, 2019