name of picture

Martin J. Wainwright

 Picture of Cory Hall

Howard Friesen Chaired Professor
Department of Electrical Engineering and Computer Sciences
Department of Statistics
University of California at Berkeley


Contact information

I am currently on leave at the Massachusetts Institute of Technology.
Click here for my MIT webpage.

Publications

Please see my Google scholar page:

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.

  • 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.