Mathematics & Optimization

PAC Battling Bandits in the Plackett-Luce Model ALT 2019 PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits ICML 2019 PAC Learnability of Node Functions in Networked Dynamical Systems ICML 2019 Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning AAAI 2019 Parameterized Heuristics for Incomplete Weighted CSPs AAAI 2019 Parametric Majorization for Data-Driven Energy Minimization Methods ICCV 2019 Parametric Manifold Learning of Gaussian Mixture Models IJCAI 2019 Pareto Efficient Auctions with Interest Rates AAAI 2019 Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation ICCV 2019 Pareto Monte Carlo Tree Search for Multi-Objective Informative Planning RSS 2019 Pareto Multi-Task Learning NeurIPS 2019 Pareto-Optimal Allocation of Indivisible Goods with Connectivity Constraints AAAI 2019 Pareto Optimal Allocation under Compact Uncertain Preferences AAAI 2019 Pareto Optimal Streaming Unsupervised Classification ICML 2019 Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019 Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization ICML 2019 Parsimonious Online Learning with Kernels via Sparse Projections in Function Space JMLR 2019 Partially Linear Additive Gaussian Graphical Models ICML 2019 Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach AAAI 2019 Partitioning Techniques in LTLf Synthesis IJCAI 2019 Partners in Crime: Manipulating the Deferred Acceptance Algorithm through an Accomplice AAAI 2019 Pattern Selection for Optimal Classical Planning with Saturated Cost Partitioning IJCAI 2019 PDE Acceleration for Active Contours CVPR 2019 PeerReview4All: Fair and Accurate Reviewer Assignment in Peer Review ALT 2019 Periodic Kernel Approximation by Index Set Fourier Series Features UAI 2019