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Dilan Gorur
Dilan Gorur
DeepMind
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Do deep generative models know what they don't know?
E Nalisnick, A Matsukawa, YW Teh, D Gorur, B Lakshminarayanan
arXiv preprint arXiv:1810.09136, 2018
7332018
Stick-breaking construction for the Indian buffet process
YW Teh, D Grür, Z Ghahramani
Artificial intelligence and statistics, 556-563, 2007
3642007
Dirichlet process gaussian mixture models: Choice of the base distribution
D Görür, C Edward Rasmussen
Journal of Computer Science and Technology 25 (4), 653-664, 2010
2962010
Indian buffet processes with power-law behavior
Y Teh, D Gorur
Advances in neural information processing systems 22, 2009
1402009
Linear mode connectivity in multitask and continual learning
SI Mirzadeh, M Farajtabar, D Gorur, R Pascanu, H Ghasemzadeh
arXiv preprint arXiv:2010.04495, 2020
982020
Hybrid models with deep and invertible features
E Nalisnick, A Matsukawa, YW Teh, D Gorur, B Lakshminarayanan
International Conference on Machine Learning, 4723-4732, 2019
862019
Sleep spindles detection using short time Fourier transform and neural networks
D Gorur, U Halici, H Aydin, G Ongun, F Ozgen, K Leblebicioglu
Proceedings of the 2002 International Joint Conference on Neural Networks …, 2002
742002
A choice model with infinitely many latent features
D Görür, F Jäkel, CE Rasmussen
Proceedings of the 23rd international conference on Machine learning, 361-368, 2006
702006
Infinite hierarchical hidden Markov models
K Heller, YW Teh, D Gorur
Artificial intelligence and statistics, 224-231, 2009
642009
Concave-convex adaptive rejection sampling
D Görür, YW Teh
Journal of Computational and Graphical Statistics 20 (3), 670-691, 2011
592011
Architecture matters in continual learning
SI Mirzadeh, A Chaudhry, D Yin, T Nguyen, R Pascanu, D Gorur, ...
arXiv preprint arXiv:2202.00275, 2022
542022
Dependent Dirichlet process spike sorting
J Gasthaus, F Wood, D Gorur, Y Teh
Advances in neural information processing systems 21, 2008
512008
Wide neural networks forget less catastrophically
SI Mirzadeh, A Chaudhry, D Yin, H Hu, R Pascanu, D Gorur, M Farajtabar
International conference on machine learning, 15699-15717, 2022
442022
An Efficient Sequential Monte Carlo Algorithm for Coalescent Clustering
D Görür, YW Teh
Advances in Neural Information Processing Systems 21, 521-528, 2009
322009
Nonparametric Bayesian discrete latent variable models for unsupervised learning
D Görür
252007
Modelling spikes with mixtures of factor analysers
D Görür, CE Rasmussen, AS Tolias, F Sinz, NK Logothetis
Pattern Recognition: 26th DAGM Symposium, Tübingen, Germany, August 30 …, 2004
152004
Sleep spindles detection using autoregressive modeling
D Görür, U Halici, H Aydin, G Ongun, F Ozgen, K Leblebicioglu
Proceedings of the International Conference on Artificial Neural Networks …, 2003
152003
One pass imagenet
H Hu, A Li, D Calandriello, D Gorur
arXiv preprint arXiv:2111.01956, 2021
142021
Automated detection of sleep spindles
D Görür
A Thesis Submıtted To The Graduate School Of Natural And Applied Sciences Of …, 2003
132003
A maximum-entropy approach to off-policy evaluation in average-reward mdps
N Lazic, D Yin, M Farajtabar, N Levine, D Gorur, C Harris, D Schuurmans
Advances in Neural Information Processing Systems 33, 12461-12471, 2020
112020
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