Mathematics & Optimization

Active Manifolds: A non-linear analogue to Active Subspaces ICML 2019 Active Mini-Batch Sampling Using Repulsive Point Processes AAAI 2019 Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem AAAI 2019 AdaLinUCB: Opportunistic Learning for Contextual Bandits IJCAI 2019 Adaptation Based on Generalized Discrepancy JMLR 2019 Adaptive Exact Learning of Decision Trees from Membership Queries ALT 2019 Adaptive Geometric Multiscale Approximations for Intrinsically Low-dimensional Data JMLR 2019 Adaptive Hard Thresholding for Near-optimal Consistent Robust Regression COLT 2019 Adaptive Hashing for Model Counting UAI 2019 Adaptive Influence Maximization with Myopic Feedback NeurIPS 2019 Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes COLT 2019 Adaptive MCMC via Combining Local Samplers AISTATS 2019 Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits ICML 2019 Adaptive Optimization Framework for Control of Multi-Agent Systems AAAI 2019 Adaptive Regret of Convex and Smooth Functions ICML 2019 Adaptive Scale-Invariant Online Algorithms for Learning Linear Models ICML 2019 Adaptive Sensor Placement for Continuous Spaces ICML 2019 Adaptive Sequence Submodularity NeurIPS 2019 Adaptivity and Optimality: A Universal Algorithm for Online Convex Optimization UAI 2019 ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls NeurIPS 2019 A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem CVPR 2019 A Differentiable Augmented Lagrangian Method for Bilevel Nonlinear Optimization RSS 2019 A Direct tilde{O}(1/epsilon) Iteration Parallel Algorithm for Optimal Transport NeurIPS 2019 Adversarial Machine Learning with Double Oracle IJCAI 2019 A Dynamical System Approach to Motion and Force Generation in Contact Tasks RSS 2019