Özlem Aslan

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 4

Top Topics

Unsupervised Feature Learning

External Knowledge

Top Venues

Publications

Luyu Wang, Yujia Li, Özlem Aslan, Oriol Vinyals
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset. CoRR (2021)
Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson, Rich Caruana
Do Deep Convolutional Nets Really Need to be Deep and Convolutional? ICLR (Poster) (2017)
Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, Özlem Aslan, Shengjie Wang, Rich Caruana, Abdelrahman Mohamed, Matthai Philipose, Matthew Richardson
Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)? CoRR (2016)
Shengjie Wang, Abdel-rahman Mohamed, Rich Caruana, Jeff A. Bilmes, Matthai Philipose, Matthew Richardson, Krzysztof J. Geras, Gregor Urban, Özlem Aslan
Analysis of Deep Neural Networks with Extended Data Jacobian Matrix. ICML (2016)
Krzysztof J. Geras, Abdel-rahman Mohamed, Rich Caruana, Gregor Urban, Shengjie Wang, Özlem Aslan, Matthai Philipose, Matthew Richardson, Charles Sutton
Compressing LSTMs into CNNs. CoRR (2015)
Özlem Aslan, Xinhua Zhang, Dale Schuurmans
Convex Deep Learning via Normalized Kernels. NIPS (2014)
Özlem Aslan, Hao Cheng, Xinhua Zhang, Dale Schuurmans
Convex Two-Layer Modeling. NIPS (2013)
Yaoliang Yu, Özlem Aslan, Dale Schuurmans
A Polynomial-time Form of Robust Regression. NIPS (2012)
Olcay Taner Yildiz, Özlem Aslan, Ethem Alpaydin
Multivariate Statistical Tests for Comparing Classification Algorithms. LION (2011)
Özlem Aslan, Olcay Taner Yildiz, Ethem Alpaydin
Calculating the VC-dimension of decision trees. ISCIS (2009)