Global Continuous Optimization with Error Bound and Fast Convergence

17 July 2016

Papers citing "Global Continuous Optimization with Error Bound and Fast Convergence"

13 / 13 papers shown

Title
Deep Learning without Poor Local Minima Kenji Kawaguchi ODL 190 923 0 23 May 2016
Bounded Optimal Exploration in MDP Kenji Kawaguchi 37 15 0 05 Apr 2016
Bayesian Optimization with Exponential Convergence Kenji Kawaguchi L. Kaelbling Tomás Lozano-Pérez 57 107 0 05 Apr 2016
Bayesian Multi-Scale Optimistic Optimization Ziyun Wang B. Shakibi L. Jin Nando de Freitas 98 95 0 27 Feb 2014
Efficient Multi-Start Strategies for Local Search Algorithms András Gyorgy Levente Kocsis 62 88 0 16 Jan 2014
ParamILS: An Automatic Algorithm Configuration Framework Frank Hutter Thomas Stuetzle Kevin Leyton-Brown T. Stützle 80 1,066 0 15 Jan 2014
Learning Bayesian Network Equivalence Classes with Ant Colony Optimization Rónán Daly Q. Shen 145 70 0 15 Jan 2014
Exponential Regret Bounds for Gaussian Process Bandits with Deterministic Observations Nando de Freitas Alex Smola M. Zoghi 76 112 0 27 Jun 2012
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 315 7,920 0 13 Jun 2012
Infinite-Horizon Policy-Gradient Estimation Jonathan Baxter Peter L. Bartlett 82 811 0 03 Jun 2011
Lipschitz Bandits without the Lipschitz Constant Sébastien Bubeck Gilles Stoltz Jia Yuan Yu 103 90 0 25 May 2011
A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning E. Brochu Vlad M. Cora Nando de Freitas GP 131 2,446 0 12 Dec 2010
Multi-Armed Bandits in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 293 468 0 29 Sep 2008