Mathematics & Optimization

Offline Contextual Bayesian Optimization NeurIPS 2019 On Computational Complexity of Pickup-and-Delivery Problems with Precedence Constraints or Time Windows IJCAI 2019 On Constrained Nonconvex Stochastic Optimization: A Case Study for Generalized Eigenvalue Decomposition AISTATS 2019 On Differentially Private Graph Sparsification and Applications NeurIPS 2019 On Division Versus Saturation in Pseudo-Boolean Solving IJCAI 2019 On Efficient Optimal Transport: An Analysis of Greedy and Accelerated Mirror Descent Algorithms ICML 2019 On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don’t Worry About its Nonsmooth Loss Function UAI 2019 On Finite and Unrestricted Query Entailment beyond SQ with Number Restrictions on Transitive Roles IJCAI 2019 On First-Order Bounds, Variance and Gap-Dependent Bounds for Adversarial Bandits UAI 2019 On Geometric Alignment in Low Doubling Dimension AAAI 2019 On Kernel Derivative Approximation with Random Fourier Features AISTATS 2019 On Learning Graphs with Edge-Detecting Queries ALT 2019 Online Adaptive Principal Component Analysis and Its extensions ICML 2019 Online Algorithm for Unsupervised Sensor Selection AISTATS 2019 Online Algorithms for Rent-Or-Buy with Expert Advice ICML 2019 Online Continuous Submodular Maximization: From Full-Information to Bandit Feedback NeurIPS 2019 Online Control with Adversarial Disturbances ICML 2019 Online Convex Matrix Factorization with Representative Regions NeurIPS 2019 Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games AAAI 2019 Online Convex Optimization in Adversarial Markov Decision Processes ICML 2019 Online EXP3 Learning in Adversarial Bandits with Delayed Feedback NeurIPS 2019 Online Forecasting of Total-Variation-bounded Sequences NeurIPS 2019 Online High Rank Matrix Completion CVPR 2019 Online Infix Probability Computation for Probabilistic Finite Automata ACL 2019 Online Learning from Capricious Data Streams: A Generative Approach IJCAI 2019