Contact Information:

email: rostami (at) cs (dot) nyu (dot) edu

phone: (212)998-3092

office: New York University

251 Mercer Street, Office 727

New York, NY 10012

Afshin Rostamizadeh

UPDATE: Please visit my new webpage. (Or wait to redirect automatically.)


Intro:

I am a PhD candidate in the Computer Science department of the Courant Institute of Mathematical Science at New York University.

My CV.

Education:

I completed my Bachelor of Science in Electrical Engineering and Computer Science at the University of California at Berkeley.

Research Interest:

I am interested in various Machine Learning Theory problems. My advisor is Mehryar Mohri.


Visit our ML Seminar webpage.

Courses:

I have completed Advanced Machine Learning, Honors Analysis of Algorithms, Foundations of Machine Learning, Honors Compilers and Speech Recognition.

Teaching:

I have TA'ed Data Structures and Algorithms and Foundations of Machine Learning.

Publications:

- Matrix Coherence and the Nystrom Method, Ameet Talwalkar and Afshin Rostamizadeh, UAI 2010

- Generalization Bounds for Learning Kernels, Corinna Cortes, Mehryar Mohri and Afshin Rostamizadeh, ICML 2010

- Two-Stage Learning Kernel Algorithms, Corinna Cortes, Mehryar Mohri and Afshin Rostamizadeh, ICML 2010

- Stability Bounds for Stationary phi-mixing and beta-mixing Processes, Mehryar Mohri and Afshin Rostamizadeh, JMLR 2010, Volume 11

- Learning Non-Linear Combinations of Kernels, Corinna Cortes, Mehryar Mohri and Afshin Rostamizadeh, NIPS 2009

- Domain Adaptation: Learning Bounds and Algorithms, Yishay Mansour, Mehryar Mohri and Afshin Rostamizadeh, COLT 2009

- L2 Regularization for Learning Kernels, Corinna Cortes, Mehryar Mohri and Afshin Rostamizadeh, UAI 2009

- Multiple Source Adaptation and the Renyi Divergence, Yishay Mansour, Mehryar Mohri and Afshin Rostamizadeh, UAI 2009

- Rademacher Complexity Bounds for Non-i.i.d. Processes, Mehryar Mohri and Afshin Rostamizadeh, NIPS 2008

- Learning Sequence Kernels, Corinna Cortes, Mehryar Mohri and Afshin Rostamizadeh, MLSP 2008 (invited lecture)

- Domain Adaptation with Multiple Sources, Yishay Mansour, Mehryar Mohri and Afshin Rostamizadeh, NIPS 2008

- Sample Selection Bias Correction Theory, Corinna Cortes, Mehryar Mohri, Michael Riley and Afshin Rostamizadeh, ALT 2008

- Stability Bounds for Non-i.i.d. Processes, Mehryar Mohri and Afshin Rostamizadeh, NIPS 2007 [poster]

- Balancing Traffic Load in Wireless Networks with Curveball Routing, Lucian Popa, Afshin Rostamizadeh, Richard M. Karp, Christos Papadimitriou and Ion Stoica, MobiHoc 2007

Other Work:

- Kernel Learning: Automatic Selection of Optimal Kernels, NIPS 2008 Workshop, co-organized with Corinna Cortes, Arthur Gretton, Gert Lanckriet and Mehryar Mohri