Özlem Aslan
Özlem Aslan
Research Scientist at DeepMind
Geverifieerd e-mailadres voor google.com
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Do deep convolutional nets really need to be deep and convolutional?
G Urban, KJ Geras, SE Kahou, O Aslan, S Wang, R Caruana, A Mohamed, ...
arXiv preprint arXiv:1603.05691, 2016
1302016
Blending lstms into cnns
KJ Geras, A Mohamed, R Caruana, G Urban, S Wang, O Aslan, ...
arXiv preprint arXiv:1511.06433, 2015
372015
Convex deep learning via normalized kernels
Ö Aslan, X Zhang, D Schuurmans
Advances in Neural Information Processing Systems 27, 3275-3283, 2014
322014
Analysis of deep neural networks with extended data jacobian matrix
S Wang, A Mohamed, R Caruana, J Bilmes, M Plilipose, M Richardson, ...
International Conference on Machine Learning, 718-726, 2016
262016
Convex two-layer modeling
Ö Aslan, H Cheng, X Zhang, D Schuurmans
Advances in Neural Information Processing Systems 26, 2985-2993, 2013
252013
A polynomial-time form of robust regression
Y Yu, Ö Aslan, D Schuurmans
Advances in Neural Information Processing Systems 25, 2483-2491, 2012
222012
Multivariate statistical tests for comparing classification algorithms
OT Yıldız, Ö Aslan, E Alpaydın
International Conference on Learning and Intelligent Optimization, 1-15, 2011
222011
Calculating the VC-dimension of decision trees
O Aslan, OT Yıldız, E Alpaydın
Computer and Information Sciences, 2009. ISCIS 2009. 24th International …, 2009
192009
Joint model training
O Aslan, R Caruana, MR Richardson, A Mohamed, M Philipose, K Geras, ...
US Patent App. 15/195,894, 2017
132017
Compressing LSTMs into CNNs
KJ Geras, A Mohamed, R Caruana, G Urban, S Wang, O Aslan, ...
CoRR abs/1511.06433, 2015
92015
Statistical Comparison of Classifiers Using Area Under ROC Curve
O Aslan, OT Yildiz, E Alpaydin
http://webdocs.cs.ualberta.ca/~ozlem/papers/TR2009.pdf, 2009
22009
Convex Latent Modeling
O Aslan
2017
Calculating the VC-dimension of decision trees
OT Yıldız, Ö Aslan, E Alpaydın
IEEE, 2009
2009
Statistical Comparison of Classifiers Using ROC Information
O Aslan
Department of Computer Engineering, Bogazici University, 2009
2009
Saklı Markov Modelleri ile Kural Öğrenme Algoritmalarında Model Seçimi
Ö Aslan
Supplement to A Polynomial-time Form of Robust Regression
Y Yu, O Aslan, D Schuurmans
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Artikelen 1–16