Mathematics & Optimization

Average Case Column Subset Selection for Entrywise ℓ_1-Norm Loss NeurIPS 2019 A Well-Tempered Landscape for Non-convex Robust Subspace Recovery JMLR 2019 BAD SLAM: Bundle Adjusted Direct RGB-D SLAM CVPR 2019 Balanced Ranking with Diversity Constraints IJCAI 2019 Bandit Online Learning with Unknown Delays AISTATS 2019 Bandits with Feedback Graphs and Switching Costs NeurIPS 2019 Band-Limited Gaussian Processes: The Sinc Kernel NeurIPS 2019 Batched Multi-armed Bandits Problem NeurIPS 2019 Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design AISTATS 2019 Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem COLT 2019 Bayesian Functional Optimisation with Shape Prior AAAI 2019 Bayesian Joint Estimation of Multiple Graphical Models NeurIPS 2019 Bayesian Joint Spike-and-Slab Graphical Lasso ICML 2019 Bayesian optimisation under uncertain inputs AISTATS 2019 Bayesian Optimization Meets Riemannian Manifolds in Robot Learning CoRL 2019 Bayesian Optimization of Composite Functions ICML 2019 Bayesian Optimization under Heavy-tailed Payoffs NeurIPS 2019 Bayesian Optimization with Binary Auxiliary Information UAI 2019 Bayesian Optimization with Unknown Search Space NeurIPS 2019 Bayesian Parameter Estimation for Nonlinear Dynamics Using Sensitivity Analysis IJCAI 2019 Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ACL 2019 Be Greedy: How Chromatic Number meets Regret Minimization in Graph Bandits UAI 2019 Belief Propagation Network for Hard Inductive Semi-Supervised Learning IJCAI 2019 Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA ICML 2019 Best Answers over Incomplete Data : Complexity and First-Order Rewritings IJCAI 2019