Faculty and Lecturers

Senior Faculty

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Karatzas, Ioannis
Professor
ik@math.columbia.edu
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Ioannis Karatzas

Professor

Office: Room 619 Mathematics Building
Phone: 212-854-3177
Email: ik@math.columbia.edu
Program(s): Regular 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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Visiting Professors

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Junior Faculty, Tenure Track

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Kpotufe, Samory
Associate Professor
skk2175@columbia.edu
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Samory Kpotufe

Associate Professor

Office: Room 911 SSW
Phone: 2128545391
Email: skk2175@columbia.edu
Program(s): Junior Faculty, Tenure Track, Statistics Department
Website: http://www.columbia.edu/~skk2175/index.html
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Junior Faculty, Non-Tenure Track

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Lecturers in Discipline

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Affiliated Faculty

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Adjunct Faculty

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Recent Faculty Publications

From Decoupling and Self-Normalization to Machine Learning
Victor H. de la Pena
Stabilized Sparse Online Learning for Sparse Data
Yuting Ma, Tian Zheng
Capacity-Achieving Sparse Superposition Codes via Approximate Message Passing Decoding
Cynthia Rush, Adam Greig, Ramji Venkataramanan
Slice Sampling on Hamiltonian Trajectories
John P. Cunningham, Benjamin Bloem-Reddy
Feature Augmentation via Nonparametrics and Selection (FANS) in High Dimensional Classification
Fan, J., Feng, Y., Jiang, J. and Tong, X.
Topic-adjusted visibility metric for scientific articles. Ann. Appl. Stat. 10 (2016), no. 1, 1--31.
Linda S. L. Tan, Aik Hui Chan, and Tian Zheng
Boosted Sparse Non-linear Distance Metric Learning
Yuting Ma and Tian Zheng
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DEPARTMENT OF STATISTICS
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Phone: 212.851.2132
Fax: 212.851.2164