Özlem Aslan

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	All	Since 2016
Citations	355	313
h-index	9	9
i10-index	9	8

20122013201420152016201720182019202020215 9 15 10 31 59 69 63 69 21

Co-authors

Abdelrahman MohamedResearch scientist, Facebook AI ResearchVerified email at fb.com
Matthai PhiliposeResearcher, MicrosoftVerified email at microsoft.com
Matthew RichardsonMicrosoft ResearchVerified email at microsoft.com
Dale SchuurmansResearch Scientist, Google Brain / Professor, University of AlbertaVerified email at cs.ualberta.ca
Ethem AlpaydinProfessor of Computer Engineering, Ozyegin University, IstanbulVerified email at ozyegin.edu.tr
Olcay Taner YildizProfessor of Computer Engineering, Özyeğin UniversityVerified email at ozyegin.edu.tr
Samira Ebrahimi KahouAssociate Professor, École de technologie supérieure/Mila/Canada CIFAR AI ChairVerified email at etsmtl.ca
Xinhua ZhangUniversity of Illinois at ChicagoVerified email at uic.edu
Jeffrey A. BilmesProfessor of Electrical Engineering and Computer Science, University of Washington SeattleVerified email at uw.edu
Hao ChengMicrosoft ResearchVerified email at microsoft.com
Yaoliang YuUniversity of WaterlooVerified email at uwaterloo.ca

Özlem Aslan

Research Scientist at DeepMind

Verified email at google.com

Machine Learning


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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	140	2016
Blending lstms into cnns KJ Geras, A Mohamed, R Caruana, G Urban, S Wang, O Aslan, ... arXiv preprint arXiv:1511.06433, 2015	39	2015
Convex Deep Learning via Normalized Kernels. Ö Aslan, X Zhang, D Schuurmans NIPS, 3275-3283, 2014	33	2014
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	27	2016
Convex Two-Layer Modeling. Ö Aslan, H Cheng, X Zhang, D Schuurmans NIPS, 2985-2993, 2013	24	2013
A Polynomial-time Form of Robust Regression. Y Yu, Ö Aslan, D Schuurmans NIPS, 2492-2500, 2012	22	2012
Multivariate statistical tests for comparing classification algorithms OT Yıldız, Ö Aslan, E Alpaydın International Conference on Learning and Intelligent Optimization, 1-15, 2011	22	2011
Calculating the VC-dimension of decision trees O Aslan, OT Yıldız, E Alpaydın Computer and Information Sciences, 2009. ISCIS 2009. 24th International …, 2009	21	2009
Joint model training O Aslan, R Caruana, MR Richardson, A Mohamed, M Philipose, K Geras, ... US Patent App. 15/195,894, 2017	15	2017
Compressing LSTMs into CNNs KJ Geras, A Mohamed, R Caruana, G Urban, S Wang, O Aslan, ... CoRR abs/1511.06433, 2015	9	2015
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	2	2009
Convex Latent Modeling O Aslan	1	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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