global optimization

Human-AI Collaborative Bayesian Optimisation NeurIPS 2022 Improved Imaging by Invex Regularizers with Global Optima Guarantees NeurIPS 2022 Interlocking Backpropagation: Improving depthwise model-parallelism JMLR 2022 Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold NeurIPS 2022 Triangulation candidates for Bayesian optimization NeurIPS 2022 Uncertainty Quantification for Bayesian Optimization AISTATS 2022 Adversarial Learning for Discourse Rhetorical Structure Parsing ACL 2021 AligNarr: Aligning Narratives on Movies ACL 2021 Are We Forgetting about Compositional Optimisers in Bayesian Optimisation? JMLR 2021 A Scalable Deterministic Global Optimization Algorithm for Clustering Problems ICML 2021 Bayesian optimization for modular black-box systems with switching costs UAI 2021 Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning JMLR 2021 Enabling long-range exploration in minimization of multimodal functions UAI 2021 Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach CVPR 2021 Hyperparameter Optimization via Sequential Uniform Designs JMLR 2021 Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate NeurIPS 2021 Pathwise Conditioning of Gaussian Processes JMLR 2021 Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging CVPR 2021 Training Quantized Neural Networks to Global Optimality via Semidefinite Programming ICML 2021 Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms ICLR 2021 Chunk-based Chinese Spelling Check with Global Optimization EMNLP 2020 Efficient Rollout Strategies for Bayesian Optimization UAI 2020 Globally Optimal Contrast Maximisation for Event-Based Motion Estimation CVPR 2020 Global Optimality for Point Set Registration Using Semidefinite Programming CVPR 2020 MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment CVPR 2020