Animashree (Anima) Anandkumar

Animashree (Anima) Anandkumar

Bren Professor of Computing and Mathematical Sciences

Degrees and Appointments

B.S., Indian Institutes of Technology, 2004; Ph.D., Cornell University, 2009; Visiting Associate, Caltech, 2017; Bren Professor, 2017-.


Research Group Matters
Zelda Wong
244 Annenberg IST Center
(626) 395-2464

Research Group Website » Personal Website »

Research Overview

Professor Anandkumar's research interests are in the areas of large-scale machine learning, non-convex optimization and high-dimensional statistics. In particular, she has been spearheading the development and analysis of tensor algorithms for machine learning. Tensor decomposition methods are embarrassingly parallel and scalable to enormous datasets. They are guaranteed to converge to the global optimum and yield consistent estimates for many probabilistic models such as topic models, community models, and hidden Markov models. More generally, Professor Anandkumar has been investigating efficient techniques to speed up non-convex optimization such as escaping saddle points efficiently.

CMS News about Animashree (Anima) Anandkumar

  • "Neural Lander" Uses AI to Land Drones Smoothly »
  • Professor Anandkumar Receives 2018 Good Tech Award »
  • Award For Technical Clarity and Ease of Understanding »

  • Read more news about Animashree (Anima) Anandkumar »