1. Theory of evolution strategies: A new perspective;Auger,2011
2. Linear convergence of comparison-based step-size adaptive randomized search via stability of Markov chains;Auger;SIAM Journal on Optimization,2016
3. Hybrid batch Bayesian optimization;Azimi,2012
4. Random search for hyper-parameter optimization;Bergstra;Journal of Machine Learning Research,2012
5. Portfolio allocation for Bayesian optimization;Brochu;CoRR,2010