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Global Optimization

190 directly classified papers

Papers per year

Papers

A Genetic Algorithm for Learning Parameters in Bayesian Networks using Expectation Maximization PGM 2016
A Simple and Strongly-Local Flow-Based Method for Cut Improvement ICML 2016
A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016
Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow NIPS 2016
High Dimensional Bayesian Optimization via Restricted Projection Pursuit Models AISTATS 2016
Globally Optimal Manhattan Frame Estimation in Real-Time CVPR 2016
A ranking approach to global optimization ICML 2016
Predictive Entropy Search for Multi-objective Bayesian Optimization ICML 2016
Robust and Optimal Sum-of-Squares-Based Point-to-Plane Registration of Image Sets and Structured Scenes ICCV 2015
Efficient Globally Optimal Consensus Maximisation With Tree Search CVPR 2015
Robust Reconstruction of Indoor Scenes CVPR 2015
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NIPS 2015
Bayesian Optimization with Exponential Convergence NIPS 2015
Black-box optimization of noisy functions with unknown smoothness NIPS 2015
Robust Nonrigid Registration by Convex Optimization ICCV 2015
Point Triangulation Through Polyhedron Collapse Using the l[?] Norm ICCV 2015
Globally Optimal 2D-3D Registration From Points or Lines Without Correspondences ICCV 2015
A Stepwise uncertainty reduction approach to constrained global optimization AISTATS 2014
Global Optimization Methods for Extended Fisher Discriminant Analysis AISTATS 2014
Bayesian Multi-Scale Optimistic Optimization AISTATS 2014
Stereo under Sequential Optimal Sampling: A Statistical Analysis Framework for Search Space Reduction CVPR 2014
Efficient Pruning LMI Conditions for Branch-and-Prune Rank and Chirality-Constrained Estimation of the Dual Absolute Quadric CVPR 2014
Sparsity on Statistical Simplexes and Diversity in Social Ranking ACML 2014
BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits JMLR 2014
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NIPS 2014