Mathematics & Optimization

Random Intersection Graphs and Missing Data AAAI 2020 Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation IJCAI 2020 Randomization matters How to defend against strong adversarial attacks ICML 2020 Randomized Block-Diagonal Preconditioning for Parallel Learning ICML 2020 Randomized Exploration in Generalized Linear Bandits AISTATS 2020 Randomized tests for high-dimensional regression: A more efficient and powerful solution NeurIPS 2020 Random Projections and α-Shape to Support the Kernel Design (Student Abstract) AAAI 2020 Random Reshuffling is Not Always Better NeurIPS 2020 Random Reshuffling: Simple Analysis with Vast Improvements NeurIPS 2020 Rank Aggregation via Heterogeneous Thurstone Preference Models AAAI 2020 Rank-based Lasso - efficient methods for high-dimensional robust model selection JMLR 2020 Ranking-Based Semantics for Sets of Attacking Arguments AAAI 2020 Ranking Semantics for Argumentation Systems With Necessities IJCAI 2020 Rational Closure For All Description Logics (Extended Abstract) IJCAI 2020 Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport ACL 2020 Ratio Trace Formulation of Wasserstein Discriminant Analysis NeurIPS 2020 RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimization AISTATS 2020 Real-Time Dispatching of Large-Scale Ride-Sharing Systems: Integrating Optimization, Machine Learning, and Model Predictive Control IJCAI 2020 Real-Time Route Search by Locations AAAI 2020 Reasoning about Uncertainties in Discrete-Time Dynamical Systems using Polynomial Forms. NeurIPS 2020 Recent Developments in Boolean Matrix Factorization IJCAI 2020 Recht-Re Noncommutative Arithmetic-Geometric Mean Conjecture is False ICML 2020 Recovering Causal Structures from Low-Order Conditional Independencies AAAI 2020 Recovery of a Mixture of Gaussians by Sum-of-Norms Clustering JMLR 2020 Recovery of Sparse Signals from a Mixture of Linear Samples ICML 2020