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
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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