Research Group
PhD Students
Postdocs
Other
Affiliated Research Assistant Professors
Other Collaborators on Campus
Alumni
Former PhD Students
Lijia Zhou (Quantitative Researcher, Chicago Trading Company)
Thesis: A Statistical Learning Theory for Models with High Complexity (April 2023)
Omar Montasser (Postdoctoral Researcher, UC Berkeley)
Thesis: Theoretical Foundations of Adversarially Robust Learning (June 2023)
Blake Woodworth (Postdoctoral Researcher, SIERRA Team at Inria)
Thesis: The Minimax Complexity of Distributed Optimization
Heejin Choi ( Software Engineer, Google)
Thesis: Efficient Structed Surrogate Loss and Regularization in Structured Prediction
Jialei Wang (Quantitative Researcher, Two Sigma)
Thesis: Homogenous and Coupled Distributed Learning
Behnam Neyshabur (Senior Research Scientist, Deepmind)
Thesis: Implicit Regularization in Deep Learning
Avleen Bijral (Data Scientist, Microsoft)
Thesis: Data Dependent Convergence for Distributed Stochastic Optimization
Andrew Cotter (Senior Research Scientist, Google Research Mountain View)
Thesis: Stochastic Optimization for Machine Learning
Karthik Sridharan (Associate Professor, Computer Science, Cornell)
Thesis: Learning from an Optimization Viewpoint
Rina Foygel Barber (Professor, Statistics, UChicago)
Thesis: Prediction and Model Selection for High-dimensional Data with Sparse or Low-rank Structure
Former Postdocs
Former Research Assistant Professors
Lee Cohen (Postdoctoral Researcher, Standford)
Brian Bullins (Assistant Professor, Purdue University)
Steve Hanneke (Assistant Professor, Computer Science, Purdue University)
Danica J. Sutherland (Assistant Professor, Computer Science, UBC)
Suriya Gunasekar (Senior Researcher, Microsoft Research at Redmond)
Mesrob Ohannessian (Assistant Professor, Electrical and Computer Engineering, UIC)
Srinadh Bhojanapalli (Senior Research Scientist, Google Research NYC)
Dan Garber (Associate Professor, Faculty of Data Decision Science, Technion)
Mehrdad Mahdavi (Assistant Professor, Computer Science and Engineering, Penn State)
Qixing Huang (Associate Professor, Computer Science, UT Austin)
Ryota Tomioka (Researcher, Microsoft Research Cambridge)
Ofer Meshi (Research Scientist, Google)
Raman Arora (Assistant Professor, Computer Science, Johns Hopkins)
Or Zuk (Faculty, Statistics, Hebrew University of Jerusalem)
Francesco Orabona (Associate Professor, KAUST)
Anand Sarwate (Associate Professor, Electrical and Computer Engineering, Rutgers University)
Nathan Ratliff (Director of Systems Software, NVIDIA)
Tamir Hazan (Associate Professor, Technion)
Joseph Keshet (Associate Professor, Technion)
Andreas Argyriou (Senior Data Scientist, Microsoft UK)
Ambuj Tewari (Professor, Statistics, University of Michigan)
Shai Shalev-Shwartz (Professor, Computer Science and Engineering, Hebrew University of Jerusalem)
Former MSc Students, Interns, Visiting and Undergraduate Students
Jeremy Archer
Samir Khan (Statistics PhD Student, Standford University)
Owen Melia (PhD Student, UChicago)
Hussein Mozannar (PhD Student, Social & Engineering Systems and Statistcs, MIT)
Ayush Sekhari (Postdoctoral Associate, MIT)
Percy Liang (Associate Professor, Computer Science, Stanford)
Venkat Chandrasekaran (Professor, Computing and Mathematical Sciences, Electrical Engineering, Caltech)
Yonatan Amit (Chief Technology Officer, Co-Founder, Cybereason)
Xueyuan Zhou (Trader, Jump Trading Group)
Ohad Shamir (Professor, Computer Science and Applied Math, Weizmann Institute)
Jason Lee (Associate Professor, Electrical Engineering, Princeton)
Sivan Sabato (Associate Professor, McMaster University)
Ali Jalali (Principal Applied Scientist, Amazon)
Martin Takáč (Associate Professor, MBZUAI)
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