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2020 – today
- 2021
[i3]Luyu Wang, Yujia Li, Özlem Aslan, Oriol Vinyals:
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset. CoRR abs/2107.09556 (2021)
2010 – 2019
- 2017
- [c7]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 - 2016
- [c6]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: 718-726 - [i2]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 abs/1603.05691 (2016) - 2015
- [i1]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 abs/1511.06433 (2015) - 2014
- [c5]Özlem Aslan, Xinhua Zhang, Dale Schuurmans:
Convex Deep Learning via Normalized Kernels. NIPS 2014: 3275-3283 - 2013
- [c4]Özlem Aslan, Hao Cheng, Xinhua Zhang, Dale Schuurmans:
Convex Two-Layer Modeling. NIPS 2013: 2985-2993 - 2012
- [c3]Yaoliang Yu, Özlem Aslan, Dale Schuurmans:
A Polynomial-time Form of Robust Regression. NIPS 2012: 2492-2500 - 2011
- [c2]Olcay Taner Yildiz
, Özlem Aslan, Ethem Alpaydin:
Multivariate Statistical Tests for Comparing Classification Algorithms. LION 2011: 1-15
2000 – 2009
- 2009
- [c1]Özlem Aslan, Olcay Taner Yildiz, Ethem Alpaydin:
Calculating the VC-dimension of decision trees. ISCIS 2009: 193-198
Coauthor Index
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