Global Optimization

Max-value Entropy Search for Efficient Bayesian Optimization ICML 2017 Process-constrained batch Bayesian optimisation NeurIPS 2017 Stereo-Based 3D Reconstruction of Dynamic Fluid Surfaces by Global Optimization CVPR 2017 A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016 A Genetic Algorithm for Learning Parameters in Bayesian Networks using Expectation Maximization PGM 2016 A ranking approach to global optimization ICML 2016 A Simple and Strongly-Local Flow-Based Method for Cut Improvement ICML 2016 CMA-ES with Optimal Covariance Update and Storage Complexity NeurIPS 2016 Conformal Surface Alignment With Optimal Mobius Search CVPR 2016 Efficient Globally Optimal 2D-To-3D Deformable Shape Matching CVPR 2016 First-order Methods for Geodesically Convex Optimization COLT 2016 Globally Optimal Manhattan Frame Estimation in Real-Time CVPR 2016 GOGMA: Globally-Optimal Gaussian Mixture Alignment CVPR 2016 High Dimensional Bayesian Optimization via Restricted Projection Pursuit Models AISTATS 2016 Predictive Entropy Search for Multi-objective Bayesian Optimization ICML 2016 Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow NeurIPS 2016 Bayesian Optimization with Exponential Convergence NeurIPS 2015 Black-box optimization of noisy functions with unknown smoothness NeurIPS 2015 Efficient Globally Optimal Consensus Maximisation With Tree Search CVPR 2015 Globally Optimal 2D-3D Registration From Points or Lines Without Correspondences ICCV 2015 Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NeurIPS 2015 Point Triangulation Through Polyhedron Collapse Using the l[?] Norm ICCV 2015 Robust and Optimal Sum-of-Squares-Based Point-to-Plane Registration of Image Sets and Structured Scenes ICCV 2015 Robust Nonrigid Registration by Convex Optimization ICCV 2015 Robust Reconstruction of Indoor Scenes CVPR 2015