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All publications by Rémi Bardenet
authors venues years



Inference for determinantal point processes without spectral knowledge
Rémi Bardenet and Michalis Titsias
Advances in Neural Information Processing Systems 28, 2015


Towards scaling up Markov chain Monte Carlo: an adaptive subsampling approach
Rémi Bardenet, Arnaud Doucet and Chris Holmes
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Adaptive Metropolis with Online Relabeling
Rémi Bardenet, Olivier Cappé, Gersende Fort and Balázs Kégl
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Algorithms for Hyper-Parameter Optimization
James S. Bergstra, Rémi Bardenet, Yoshua Bengio and Balázs Kégl
Advances in Neural Information Processing Systems 24, 2011


Surrogating the surrogate: accelerating Gaussian-process-based global optimization with a mixture cross-entropy algorithm
Rémi Bardenet and Balázs Kégl
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010