ML Anthology

Aslan, Ozlem

5 publications

ICLR 2017 Do Deep Convolutional Nets Really Need to Be Deep and Convolutional? Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana
ICML 2016 Analysis of Deep Neural Networks with Extended Data Jacobian Matrix Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff Bilmes, Matthai Plilipose, Matthew Richardson, Krzysztof Geras, Gregor Urban, Ozlem Aslan
NeurIPS 2014 Convex Deep Learning via Normalized Kernels Özlem Aslan, Xinhua Zhang, Dale Schuurmans
NeurIPS 2013 Convex Two-Layer Modeling Özlem Aslan, Hao Cheng, Xinhua Zhang, Dale Schuurmans
NeurIPS 2012 A Polynomial-Time Form of Robust Regression Yao-liang Yu, Özlem Aslan, Dale Schuurmans