conftrace_

global optimization

151 papers

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Co-occurring keywords

bayesian optimization (624) branch and bound (119) convex optimization (1321) acquisition function (129) neural network (6616) combinatorial optimization (1039) semidefinite programming (147) black-box optimization (183) 3d reconstruction (2253) gaussian process (1200)

Papers

A Scalable Deterministic Global Optimization Algorithm for Clustering Problems ICML 2021
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning JMLR 2021
Hyperparameter Optimization via Sequential Uniform Designs JMLR 2021
Training Quantized Neural Networks to Global Optimality via Semidefinite Programming ICML 2021
Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging CVPR 2021
Are We Forgetting about Compositional Optimisers in Bayesian Optimisation? JMLR 2021
Pathwise Conditioning of Gaussian Processes JMLR 2021
Bayesian optimization for modular black-box systems with switching costs UAI 2021
Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach CVPR 2021
Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate NIPS 2021
Adversarial Learning for Discourse Rhetorical Structure Parsing ACL 2021
AligNarr: Aligning Narratives on Movies ACL 2021
Chunk-based Chinese Spelling Check with Global Optimization EMNLP 2020
StochasticRank: Global Optimization of Scale-Free Discrete Functions ICML 2020
Population-Based Black-Box Optimization for Biological Sequence Design ICML 2020
Photometric Stereo via Discrete Hypothesis-and-Test Search CVPR 2020
Multi-label Feature Selection via Global Relevance and Redundancy Optimization IJCAI 2020
Globally Optimal Contrast Maximisation for Event-Based Motion Estimation CVPR 2020
Global Optimality for Point Set Registration Using Semidefinite Programming CVPR 2020
Semantic Correspondence as an Optimal Transport Problem CVPR 2020
Efficient Rollout Strategies for Bayesian Optimization UAI 2020
MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment CVPR 2020
Closed-Form Optimal Two-View Triangulation Based on Angular Errors ICCV 2019
Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration ICCV 2019
Scalable Global Optimization via Local Bayesian Optimization NIPS 2019