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Alexander Rakhlin
Assistant Professor of Statistics


Education

PhD, MIT 2006; BA, Cornell University, 2000

Academic Positions Held

Wharton: 2009-present.

Previous Appointments:

University of California, Berkeley

For more information, go to My Personal Page

Publications
A. Agarwal, Dean P. Foster, D. Hsu, Sham M. Kakade, Alexander Rakhlin (2011), Stochastic Convex Optimization with Bandit Feedback, NIPS
M. Raginsky, Alexander Rakhlin (2011), Lower Bounds for Passive and Active Learning, NIPS
Alexander Rakhlin, K. Sridharan, A. Tewari (2011), Online Learning: Stochastic and Constrained Adversaries, NIPS
M. Raginsky, Alexander Rakhlin (2011), Information-Based Complexity, Feedback, and Dynamics in Convex Programming, IEEE Transactions on Information Theory
Dean P. Foster, Alexander Rakhlin (2011), No Internal Regret via Neighborhood Watch

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Honors And Awards
Best Paper Award, Conference on Learning Theory, 2011
NSF CAREER Award, Division of Mathematical Sciences, 2010
IBM Research’s Pat Goldberg Memorial Best Paper Award in CE, EE and Math, 2008

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Projects
Alexander Rakhlin, Developing efficient and optimal algorithms for online learning with limited feedback.
Alexander Rakhlin, Providing minimax guarantees for sequential optimization.

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Rakhlin Alexander
Alexander Rakhlin
 465 Jon M. Huntsman Hall
3730 Walnut St.
Philadelphia, PA 19104
Phone: (215) 573-3637
rakhlin@gmail.com

Personal Website

Research Interests:
Machine learning; sequential prediction; optimization; statistical learning theory; applied probability