Current 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

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
  • Mathematics
9/2019current
Degrees
University of Wisconsin-Madison Ph.D., 2009