Mathematics & Optimization

Metron: NFV Service Chains at the True Speed of the Underlying Hardware NSDI 2018 Minibatch Gibbs Sampling on Large Graphical Models ICML 2018 Minimax Bounds on Stochastic Batched Convex Optimization COLT 2018 Minimax Rates and Efficient Algorithms for Noisy Sorting ALT 2018 Minimax-Regret Querying on Side Effects for Safe Optimality in Factored Markov Decision Processes IJCAI 2018 Minimax Statistical Learning with Wasserstein distances NeurIPS 2018 Minimizing Adaptive Regret with One Gradient per Iteration IJCAI 2018 Mirrored Langevin Dynamics NeurIPS 2018 MISSION: Ultra Large-Scale Feature Selection using Count-Sketches ICML 2018 Mixed Causal Structure Discovery with Application to Prescriptive Pricing IJCAI 2018 MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization NeurIPS 2018 Mixture Matrix Completion NeurIPS 2018 Model Checking Probabilistic Epistemic Logic for Probabilistic Multiagent Systems IJCAI 2018 Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data NeurIPS 2018 Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios JMLR 2018 MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval NeurIPS 2018 Multi-Agent Election-Based Hyper-Heuristics IJCAI 2018 Multi-Agent Path Finding with Deadlines IJCAI 2018 Multi-armed Bandits with Compensation NeurIPS 2018 Multi-Fidelity Black-Box Optimization with Hierarchical Partitions ICML 2018 Multi-Image Semantic Matching by Mining Consistent Features CVPR 2018 Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018 Multinomial Logit Bandit with Linear Utility Functions IJCAI 2018 Multi-objective Contextual Bandit Problem with Similarity Information AISTATS 2018 Multi-objective Maximization of Monotone Submodular Functions with Cardinality Constraint NeurIPS 2018