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All publications by Adam Coates
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Deep learning with COTS HPC systems
Adam Coates, Brody Huval, Tao Wang, David Wu, Bryan Catanzaro and Ng Andrew
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Emergence of Object-Selective Features in Unsupervised Feature Learning
Adam Coates, Andrej Karpathy and Andrew Y. Ng
Advances in Neural Information Processing Systems 25, 2012


Selecting Receptive Fields in Deep Networks
Adam Coates and Andrew Y. Ng
Advances in Neural Information Processing Systems 24, 2011


On optimization methods for deep learning
Jiquan Ngiam, Adam Coates, Ahbik Lahiri, Bobby Prochnow, Quoc V. Le and Andrew Y. Ng
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


The Importance of Encoding Versus Training with Sparse Coding and Vector Quantization
Adam Coates and Andrew Y. Ng
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


An Analysis of Single-Layer Networks in Unsupervised Feature Learning
Adam Coates, Andrew Y. Ng and Honglak Lee
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Space-indexed dynamic programming: learning to follow trajectories
J. Z. Kolter, Adam Coates, Andrew Y. Ng, Yi Gu and Charles Duhadway
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Learning for control from multiple demonstrations
Adam Coates, Pieter Abbeel and Andrew Y. Ng
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


An Application of Reinforcement Learning to Aerobatic Helicopter Flight
Pieter Abbeel, Adam Coates, Morgan Quigley and Andrew Y. Ng
Advances in Neural Information Processing Systems 19, 2006