Samory Kpotufe, Princeton University

Assistant Professor Princeton, New Jersey samory@princeton.edu Office: (609) 258-5305

Bio/Research

I work in machine learning, with an emphasis on nonparametric methods and high-dimensional statistics. Generally, I am interested in understanding the inherent difficulty of high-dimensional learning problems (e.g. most modern data mining problems). The nonparametric setting is attractive in that...

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Bio/Research

I work in machine learning, with an emphasis on nonparametric methods and high-dimensional statistics. Generally, I am interested in understanding the inherent difficulty of high-dimensional learning problems (e.g. most modern data mining problems). The nonparametric setting is attractive in that it captures settings where we have little domain knowledge, and thus allows for a degree of abstraction in dealing with difficult high-dimensional learning.

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