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All publications by Guy Lever
authors venues years



Deterministic Policy Gradient Algorithms
David Silver, Guy Lever, Nicolas Heess, Thomas Degris, Daan Wierstra and Martin Riedmiller
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Conditional mean embeddings as regressors
Guy Lever, Luca Baldassarre, Sam Patterson, Arthur Gretton, Massimiliano Pontil and Steffen Grünewälder
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Modelling transition dynamics in MDPs with RKHS embeddings
Guy Lever, Luca Baldassarre, Arthur Gretton, Massimiliano Pontil and Steffen Grünewälder
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Data dependent kernels in nearly-linear time
Guy Lever, Tom Diethe and John Shawe-taylor
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Relating Function Class Complexity and Cluster Structure in the Function Domain with Applications to Transduction
Guy Lever
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Online Prediction on Large Diameter Graphs
Mark Herbster, Guy Lever and Massimiliano Pontil
Advances in Neural Information Processing Systems 21, 2008