I am a Research Scientist at
Google.
Prior to joining Google Research,
I completed a Ph.D. degree in mathematics
at the Courant Institute of Mathematical Sciences, where
I worked with Professor
Mehryar Mohri.
Before coming to the Courant Institute,
I received Bachelor's and Master's degrees in
mathematics and computer science from the University of Toronto.
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri and Umar Syed.
Structural maximum entropy models.
In Proceedings of the 32st International Conference on Machine
Learning (ICML 2015). Lille, France, July 2015.
Vitaly Kuznetsov, Mehryar Mohri and Umar Syed.
Multi-class deep boosting.
In Advances in Neural Information Processing Systems (NIPS 2014). Montreal, Canada, December 2014.
Corinna Cortes, Vitaly Kuznetsov and Mehryar Mohri.
Learning ensembles of structured prediction rules.
In Proceedings of the 52nd Annual Meeting of Association
for Computational Linguistics (ACL 2014).
Baltimore, USA, June 2014.
Corinna Cortes, Vitaly Kuznetsov and Mehryar Mohri.
Ensemble methods for structured prediction.
In Proceedings of the 31st International Conference on Machine
Learning (ICML 2014). Beijing, China, June 2014.
Corinna Cortes, Vitaly Kuznetsov and Mehryar Mohri.
Boosting ensembles of structured prediction rules.
In NIPS 2014 Workshop on Modern Machine Learning and Natural Language
Processing.
Montreal, Canada, December 2014.
Ensemble methods for structured prediction.
ICML Workshop on Features and Structures 2015 (invited lecture),
Lille, Frace, July 2015.
Slides
Structural maximum entropy models.
ICML 2015, Lille, Frace, July 2015.
Video
On-line learning algorithms for path experts with non-additive losses.
COLT 2015, Paris, France, July 2015.
Video
On-line learning approach to ensemble methods for
structured prediction.
NIPS 2014 Workshop on Representation and
Learning Methods Complex Outputs, Montreal, Canada, December 2014.
Video
Ensemble methods for structured prediction.
ICML 2014, Beijing, China,
June 2014.
Video