Gaussian Process Bandits without Regret: An Experimental Design Approach - Niranjan Srinivas; Andreas Krause 001; Sham M. Kakade; Matthias W. Seeger (CoRR, 2009)

Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design. - Niranjan Srinivas; Andreas Krause 001; Sham M. Kakade; Matthias W. Seeger (ICML, 2010)

Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting. - Niranjan Srinivas; Andreas Krause 001; Sham M. Kakade; Matthias W. Seeger (IEEE Trans. Inf. Theory, 2012)