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Carlton Downey
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Year
Speaker diarization with LSTM
Q Wang, C Downey, L Wan, PA Mansfield, IL Moreno
2018 IEEE International conference on acoustics, speech and signal …, 2018
2492018
Supervised learning for dynamical system learning
A Hefny, C Downey, GJ Gordon
Advances in neural information processing systems 28, 2015
592015
Predictive state recurrent neural networks
C Downey, A Hefny, B Boots, GJ Gordon, B Li
Advances in Neural Information Processing Systems 30, 2017
492017
Temporal difference Bayesian model averaging: A Bayesian perspective on adapting lambda
C Downey, S Sanner
ICML, 2010
332010
Large-scale randomized-coordinate descent methods with non-separable linear constraints
S Reddi, A Hefny, C Downey, A Dubey, S Sra
arXiv preprint arXiv:1409.2617, 2014
212014
Links: A high-dimensional online clustering method
PA Mansfield, Q Wang, C Downey, L Wan, IL Moreno
arXiv preprint arXiv:1801.10123, 2018
202018
Initialization matters: Orthogonal predictive state recurrent neural networks
K Choromanski, C Downey, B Boots
International Conference on Learning Representations, 2018
172018
Learning and inference in hilbert space with quantum graphical models
S Srinivasan, C Downey, B Boots
Advances in Neural Information Processing Systems 31, 2018
172018
Identifying driver interactions via conditional behavior prediction
E Tolstaya, R Mahjourian, C Downey, B Vadarajan, B Sapp, D Anguelov
2021 IEEE International Conference on Robotics and Automation (ICRA), 3473-3479, 2021
162021
Parallel linear genetic programming
C Downey, M Zhang
European Conference on Genetic Programming, 178-189, 2011
132011
New crossover operators in linear genetic programming for multiclass object classification
C Downey, M Zhang, WN Browne
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
132010
Practical learning of predictive state representations
C Downey, A Hefny, G Gordon
arXiv preprint arXiv:1702.04121, 2017
122017
Parallel linear genetic programming for multi-class classification
C Downey, M Zhang, J Liu
Genetic Programming and Evolvable Machines 13 (3), 275-304, 2012
122012
An efficient, expressive and local minima-free method for learning controlled dynamical systems
A Hefny, C Downey, G Gordon
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
72018
Multiclass object classification for computer vision using linear genetic programming
C Downey, M Zhang
2009 24th International Conference Image and Vision Computing New Zealand, 73-78, 2009
62009
Explorations in Parallel Linear Genetic Programming
C Downey
Victoria University of Wellington, 2011
42011
Predictive state models for prediction and control in partially observable environments
A Hefny, C Downey, Z Marinho, W Sun, S Srinivasa, GJ Gordon
Conference on Robot Learning (CoRL) 152, 2017
32017
A masked segmental language model for unsupervised natural language segmentation
CM Downey, F Xia, GA Levow, S Steinert-Threlkeld
arXiv preprint arXiv:2104.07829, 2021
22021
Supervised Learning for Controlled Dynamical System Learning
A Hefny, C Downey, GJ Gordon
stat 1050, 12, 2017
22017
Execution trace caching for linear genetic programming
C Downey, M Zhang
2011 IEEE Congress of Evolutionary Computation (CEC), 1186-1193, 2011
22011
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