Özlem Aslan

According to our database, Özlem Aslan authored at least 10 papers between 2009 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset.

Luyu Wang, Yujia Li, Özlem Aslan, Oriol Vinyals

CoRR, 2021

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

Proceedings of the 5th International Conference on Learning Representations, 2017

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

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

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

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

2014

Convex Deep Learning via Normalized Kernels.

Özlem Aslan, Xinhua Zhang, Dale Schuurmans

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Convex Two-Layer Modeling.

Özlem Aslan, Hao Cheng, Xinhua Zhang, Dale Schuurmans

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

A Polynomial-time Form of Robust Regression.

Yaoliang Yu, Özlem Aslan, Dale Schuurmans

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Multivariate Statistical Tests for Comparing Classification Algorithms.

Olcay Taner Yildiz, Özlem Aslan, Ethem Alpaydin

Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

2009

Calculating the VC-dimension of decision trees.

Özlem Aslan, Olcay Taner Yildiz, Ethem Alpaydin

Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009