Carlton Downey
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Speaker diarization with LSTM
Q Wang, C Downey, L Wan, PA Mansfield, IL Moreno
2018 IEEE International conference on acoustics, speech and signal …, 2018
Supervised learning for dynamical system learning
A Hefny, C Downey, GJ Gordon
Advances in neural information processing systems 28, 2015
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
Predictive state recurrent neural networks
C Downey, A Hefny, B Boots, GJ Gordon, B Li
Advances in Neural Information Processing Systems 30, 2017
Temporal difference Bayesian model averaging: A Bayesian perspective on adapting lambda
C Downey, S Sanner
Proceedings of the 27th International Conference on Machine Learning (ICML …, 2010
Links: A high-dimensional online clustering method
PA Mansfield, Q Wang, C Downey, L Wan, IL Moreno
arXiv preprint arXiv:1801.10123, 2018
Learning and inference in Hilbert space with quantum graphical models
S Srinivasan, C Downey, B Boots
Advances in Neural Information Processing Systems 31, 2018
Initialization matters: Orthogonal predictive state recurrent neural networks
K Choromanski, C Downey, B Boots
International Conference on Learning Representations, 2018
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
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
Parallel linear genetic programming for multi-class classification
C Downey, M Zhang, J Liu
Genetic Programming and Evolvable Machines 13, 275-304, 2012
Practical learning of predictive state representations
C Downey, A Hefny, G Gordon
arXiv preprint arXiv:1702.04121, 2017
Vn-transformer: Rotation-equivariant attention for vector neurons
S Assaad, C Downey, R Al-Rfou, N Nayakanti, B Sapp
arXiv preprint arXiv:2206.04176, 2022
Parallel linear genetic programming
C Downey, M Zhang
Genetic Programming: 14th European Conference, EuroGP 2011, Torino, Italy …, 2011
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
Emergent Communication Fine-tuning (EC-FT) for Pretrained Language Models
S Steinert-Threlkeld, X Zhou, Z Liu, CM Downey
Emergent Communication Workshop at ICLR 2022, 2022
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
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
Advances in Neural Information Processing Systems 31
S Srinivasan, C Downey, B Boots, S Bengio
Curran Associates, 2018
Explorations in Parallel Linear Genetic Programming
C Downey
Open Access Te Herenga Waka-Victoria University of Wellington, 2011
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