Martin J. Wainwright
Biography
Papers
Books
Teaching
Prospective Students
Group members
Chancellor's Professor
Department of Electrical Engineering and Computer Sciences
Department of Statistics
University of California at Berkeley
Contact information
EECS information:
263 Cory Hall
Berkeley, CA 94720
Phone: (510) 643-1978
Fax: (510) 643-7846
Email:
x@y
with x=wainwrig y=eecs.berkeley.edu
Statistics information:
421 Evans Hall #3860
Berkeley, CA 94720-3860
Phone: (510)-643-1975
Fax: (510) 642-7892
Email:
x@y
with x=wainwrig y=stat.berkeley.edu
Research affiliations and useful links
BLISS:
Berkeley Laboratory for Information and System Sciences
BAIR:
Berkeley Artificial Intelligence Lab
Some seminars and reading groups
Upcoming seminars
in the Department of Statistics.
Signal Processing, Networking and Communication Seminar
in the Department of EECS.
Books
M. J. Wainwright (2019)
High-dimensional statistics: A non-asymptotic viewpoint.
Cambridge University Press.
Errata page
Link to Cambridge University Press website
Link to Amazon
T. Hastie, R. Tibshirani and M. J. Wainwright (2015).
Statistical Learning with Sparsity: the Lasso and Generalizations.
Chapman and Hall/CRC Press, Series in Statistics and Applied Probability.
M. J. Wainwright and M. I. Jordan (2008).
Graphical models, exponential families, and variational inference.
Foundations and Trends in Machine Learning, Vol. 1, Numbers 1--2, pp. 1--305, December 2008.
Publications
Current group members
Graduate students
Jianbo Chen
Raaz Dwivedi
Billy Fang
Koulik Khamaru
Wenlong Mou
Ashwin Pananjady
Postdoctoral researchers
Nhat Ho
Alumni
Alekh Agarwal
Senior Research Scientist, Microsoft Research, Redmond.
Arash Amini
Assistant Professor, Dept. of Statistics, UCLA
Sivaraman Balakrishnan,
Assistant Professor, Dept. of Statistics, CMU
Joseph Bradley
Databricks
Yudong Chen,
Assistant Professor, ORIE, Cornell University
Alexandros D.G. Dimakis
Associate Professor, Department of ECE, UT Austin
John Duchi,
Assistant Professor, Departments of Statistics and EE, Stanford University
Pamela Lee,
Associate, Gibson, Dunn & Crutcher
Po-Ling Loh,
Assistant Professor, Department of Electrical and Computer Engineering, Univ. Wisconsin, Madison.
Matt Johnson,
Senior Research Scientist, Google Brain
Johannes Lederer,
Assistant Professor, University of Washington
Sahand Negahban
Assistant Professor, Department of Statistics, Yale University.
XuanLong Nguyen
Associate Professor, Department of Statistics, Univ. Michigan
Nima Noorshams,
Senior Data Scientist, C3 IoT
Jonas Peters
Associate Professor, Department of Mathematical Sciences, University of Copenhagen
Mert Pilanci,
Assistant Professor, Department of Electrical Engineering, Stanford University
Aaditya Ramdas,
Assistant Professor, Department of Statistics, CMU
Garvesh Raskutti
Associate Professor, Department of Statistics, Univ. Wisconsin-Madison
Pradeep Ravikumar
Associate Professor, Machine Learning Department, CMU
Prasad Santhanam
Assistant Professor, Department of ECE, University of Hawaii
Nihar Shah
Assistant Professor, Machine Learning Department, CMU
Mahdi Soltanolkotabi,
Assistant Professor, Department of EE, University of Southern California
Yuting Wei
Assistant Professor, Department of Statistics, CMU
Fanny Yang
Assistant Professor, Computer Science, ETH Zurich
Sameer Vermani,
Engineer, Qualcomm
Yun Yang,
Assistant Professor, University of Illinois, Urbana-Champaign
Yuchen Zhang,
Postdoc, Stanford University
Last updated 01/2019