Raman Arora headshot
Past Member

Raman Arora

Funding provided by Eric and Wendy Schmidt

Affiliation

Mathematics

Field of Study

Stochastic Optimization, Deep Learning, Representation Learning

Home Institution

Johns Hopkins University
From
-

Raman Arora’s research centers around representation learning, a fundamental challenge in machine learning where the goal is to learn a representation (often using unlabeled data, which is cheap and abundant) that reveals intrinsic low-dimensional structure in data, disentangles underlying factors of variation, and is useful across multiple tasks and domains.

Dates at IAS

Member
School of Mathematics

Degrees

University of Wisconsin-Madison
Ph.D.
2009