Columbia HomeSenior Faculty
Ioannis Karatzas
ProfessorOffice: Room 619 Mathematics Building
Phone: 212-854-3177
Email: ik@math.columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.math.columbia.edu/~ik/
Research Interests: Probability and Mathematical Statistics, Random Processes, Stochastic Analysis, Optimization, Mathematical Economics and Finance.
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Samory Kpotufe
Associate ProfessorOffice: Room 911 SSW
Phone: 2128545391
Email: skk2175@columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.columbia.edu/~skk2175/index.html
Research Interests: Statistical Machine Learning theory, Nonparametric Methods and Adaptivity, Minimally Supervised Learning, e.g., Active Learning, Domain Adaptation and Transfer Learning.
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Visiting Professors
Junior Faculty, Tenure Track
Junior Faculty, Non-Tenure Track
Yongchan Kwon
Assistant ProfessorEmail: yk3012@columbia.edu
Program(s): Junior Faculty, Non-Tenure Track, Statistics Department
Yongchan Kwon is a new term Assistant Professor in the Department of Statistics. His research focuses on developing more interpretable and rigorous machine learning methods, directly motivated by scientific questions. In particular, he has been interested in data valuation and attribution problems. Before joining Columbia, he received a Ph.D. at Seoul National University in South Korea and did a postdoc at Stanford University.
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