Calculating the VC-dimension of decision trees. - Özlem Aslan; Olcay Taner Yildiz; Ethem Alpaydin (ISCIS, 2009)

Multivariate Statistical Tests for Comparing Classification Algorithms. - Olcay Taner Yildiz; Özlem Aslan; Ethem Alpaydin (LION, 2011)

A Polynomial-time Form of Robust Regression. - Yaoliang Yu; Özlem Aslan; Dale Schuurmans (NIPS, 2012)

Convex Two-Layer Modeling. - Özlem Aslan; Hao Cheng 002; Xinhua Zhang; Dale Schuurmans (NIPS, 2013)

Convex Deep Learning via Normalized Kernels. - Özlem Aslan; Xinhua Zhang; Dale Schuurmans (NIPS, 2014)

Compressing LSTMs into CNNs. - Krzysztof J. Geras; Abdel-rahman Mohamed; Rich Caruana; Gregor Urban; Shengjie Wang; Özlem Aslan; Matthai Philipose; Matthew Richardson; Charles Sutton (CoRR, 2015)

Analysis of Deep Neural Networks with Extended Data Jacobian Matrix. - Shengjie Wang; Abdel-rahman Mohamed; Rich Caruana; Jeff A. Bilmes; Matthai Philipose; Matthew Richardson; Krzysztof J. Geras; Gregor Urban; Özlem Aslan (ICML, 2016)

Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)? - Gregor Urban; Krzysztof J. Geras; Samira Ebrahimi Kahou; Özlem Aslan; Shengjie Wang; Rich Caruana; Abdelrahman Mohamed; Matthai Philipose; Matthew Richardson (CoRR, 2016)

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 (ICLR (Poster), 2017)

WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset. - Luyu Wang; Yujia Li 001; Özlem Aslan; Oriol Vinyals (CoRR, 2021)