Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization

27 June 2012

Papers citing "Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization"

9 / 59 papers shown

Title
Batched High-dimensional Bayesian Optimization via Structural Kernel Learning Zi Wang Chengtao Li Stefanie Jegelka Pushmeet Kohli 29 124 0 06 Mar 2017
Capacity and Trainability in Recurrent Neural Networks Jasmine Collins Jascha Narain Sohl-Dickstein David Sussillo 35 203 0 29 Nov 2016
Asymptotic Convergence in Online Learning with Unbounded Delays Scott Garrabrant N. Soares Jessica Taylor 4 10 0 18 Apr 2016
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions Amar Shah Zoubin Ghahramani 32 159 0 23 Nov 2015
Differentiating the multipoint Expected Improvement for optimal batch design Sébastien Marmin C. Chevalier D. Ginsbourger 27 51 0 18 Mar 2015
Bayesian Optimization of Text Representations Dani Yogatama Noah A. Smith BDL 32 42 0 02 Mar 2015
Bandits and Experts in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 41 120 0 04 Dec 2013
Gaussian Process Optimization with Mutual Information E. Contal Vianney Perchet Nicolas Vayatis 32 81 0 19 Nov 2013
Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration E. Contal David Buffoni Alexandre Robicquet Nicolas Vayatis 25 213 0 19 Apr 2013