Ozan İrsoy
Ozan İrsoy
Bloomberg LP
Dirección de correo verificada de cs.cornell.edu - Página principal
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Ask me anything: Dynamic memory networks for natural language processing
A Kumar, O Irsoy, P Ondruska, M Iyyer, J Bradbury, I Gulrajani, V Zhong, ...
International conference on machine learning, 1378-1387, 2016
9392016
Opinion mining with deep recurrent neural networks
O Irsoy, C Cardie
Proceedings of the 2014 conference on empirical methods in natural language …, 2014
3412014
Deep recursive neural networks for compositionality in language
O Irsoy, C Cardie
Advances in neural information processing systems, 2096-2104, 2014
2672014
Learning acoustic frame labeling for speech recognition with recurrent neural networks
H Sak, A Senior, K Rao, O Irsoy, A Graves, F Beaufays, J Schalkwyk
2015 IEEE international conference on acoustics, speech and signal …, 2015
1592015
Soft decision trees
O Irsoy, OT Yıldız, E Alpaydın
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
562012
Bidirectional recursive neural networks for token-level labeling with structure
O Irsoy, C Cardie
arXiv preprint arXiv:1312.0493, 2013
312013
Design and analysis of classifier learning experiments in bioinformatics: survey and case studies
O Irsoy, OT Yıldız, E Alpaydın
IEEE/ACM Transactions on Computational Biology and Bioinformatics 9 (6 …, 2012
292012
Modeling compositionality with multiplicative recurrent neural networks
O Irsoy, C Cardie
arXiv preprint arXiv:1412.6577, 2014
242014
Unsupervised feature extraction with autoencoder trees
O Irsoy, E Alpaydın
Neurocomputing 258, 63-73, 2017
212017
Dynamic Memory Network
R Socher, A Kumar, O Irsoy, M Iyyer, C Xiong, S Merity, R Paulus
US Patent App. 15/170,884, 2016
202016
Autoencoder trees
O Irsoy, E Alpaydin
Asian Conference on Machine Learning, 378-390, 2016
182016
Dynamic Memory Network
R Socher, A Kumar, O Irsoy, M Iyyer, C Xiong, S Merity, R Paulus
US Patent App. 15/221,532, 2017
162017
Collective entity disambiguation with structured gradient tree boosting
Y Yang, O Irsoy, KS Rahman
arXiv preprint arXiv:1802.10229, 2018
132018
Budding trees
O Irsoy, OT Yildiz, E Alpaydin
2014 22nd International Conference on Pattern Recognition, 3582-3587, 2014
132014
Physics-inspired neural networks for efficient device compact modeling
M Li, O İrsoy, C Cardie, HG Xing
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 2 …, 2016
102016
Bagging soft decision trees
OT Yıldız, O Irsoy, E Alpaydın
Machine Learning for Health Informatics, 25-36, 2016
82016
Deep sequential and structural neural models of compositionality
O Irsoy
52017
Continuously constructive deep neural networks
O Irsoy, E Alpaydın
IEEE Transactions on Neural Networks and Learning Systems 31 (4), 1124-1133, 2019
32019
Dropout Regularization in Hierarchical Mixture of Experts
O İrsoy, E Alpaydın
arXiv preprint arXiv:1812.10158, 2018
12018
Distributed decision trees
O Irsoy, E Alpaydın
arXiv preprint arXiv:1412.6388, 2014
12014
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