Global Optimization

Safe Bayesian Optimisation for Controller Design by Utilising the Parameter Space Approach L4DC 2021 Towards finding the shortest-paths for 3D rigid bodies RSS 2021 Type-WA*: Using Exploration in Bounded Suboptimal Planning IJCAI 2021 A Graduated Filter Method for Large Scale Robust Estimation CVPR 2020 Bayesian Optimization using Pseudo-Points IJCAI 2020 Chunk-based Chinese Spelling Check with Global Optimization EMNLP 2020 Ddo, a Generic and Efficient Framework for MDD-Based Optimization IJCAI 2020 Explicit Gradient Learning for Black-Box Optimization ICML 2020 Globally Optimal Contrast Maximisation for Event-Based Motion Estimation CVPR 2020 Global Optimality for Point Set Registration Using Semidefinite Programming CVPR 2020 Multi-objective Bayesian Optimization using Pareto-frontier Entropy ICML 2020 Optimal Region Search with Submodular Maximization IJCAI 2020 Population-Based Black-Box Optimization for Biological Sequence Design ICML 2020 Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces NeurIPS 2020 X-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks ACML 2019 Accelerated Gravitational Point Set Alignment With Altered Physical Laws ICCV 2019 A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes AISTATS 2019 Approximation Hardness for A Class of Sparse Optimization Problems JMLR 2019 A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance AAAI 2019 A Well-Tempered Landscape for Non-convex Robust Subspace Recovery JMLR 2019 Bayesian Optimization with Unknown Search Space NeurIPS 2019 Convergence Rate of a Simulated Annealing Algorithm with Noisy Observations JMLR 2019 General parallel optimization a without metric ALT 2019 Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration ICCV 2019 Model Function Based Conditional Gradient Method with Armijo-like Line Search ICML 2019