÷zlem Aslan
÷zlem Aslan
Research Scientist at DeepMind
Verified email at google.com
TitleCited byYear
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
922016
Blending lstms into cnns
KJ Geras, A Mohamed, R Caruana, G Urban, S Wang, O Aslan, ...
arXiv preprint arXiv:1511.06433, 2015
262015
Convex deep learning via normalized kernels
÷ Aslan, X Zhang, D Schuurmans
Advances in Neural Information Processing Systems, 3275-3283, 2014
262014
Convex two-layer modeling
÷ Aslan, H Cheng, X Zhang, D Schuurmans
Advances in Neural Information Processing Systems, 2985-2993, 2013
222013
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
202016
Multivariate statistical tests for comparing classification algorithms
OT Yıldız, ÷ Aslan, E Alpaydın
International Conference on Learning and Intelligent Optimization, 1-15, 2011
192011
A polynomial-time form of robust regression
Y Yu, ÷ Aslan, D Schuurmans
Advances in Neural Information Processing Systems, 2483-2491, 2012
182012
Calculating the VC-dimension of decision trees
O Aslan, OT Yıldız, E Alpaydın
Computer and Information Sciences, 2009. ISCIS 2009. 24th International†…, 2009
182009
Compressing LSTMs into CNNs
KJ Geras, A Mohamed, R Caruana, G Urban, S Wang, O Aslan, ...
CoRR abs/1511.06433, 2015
82015
Joint model training
O Aslan, R Caruana, MR Richardson, A Mohamed, M Philipose, K Geras, ...
US Patent App. 15/195,894, 2017
32017
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
12009
Convex Latent Modeling
O Aslan
2017
Calculating the VC-dimension of decision trees
OT Yıldız, ÷ 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 ÷ğrenme Algoritmalarında Model SeÁimi
÷ Aslan
Supplement to A Polynomial-time Form of Robust Regression
Y Yu, O Aslan, D Schuurmans
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Articles 1–16