Mathematics

Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs JMLR 2018 Completing State Representations using Spectral Learning NeurIPS 2018 Complexity of n-Queens Completion (Extended Abstract) IJCAI 2018 Compressing Neural Networks using the Variational Information Bottleneck ICML 2018 Computational Aspects of the Preference Cores of Supermodular Two-Scenario Cooperative Games IJCAI 2018 Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm ICML 2018 Computing Kantorovich-Wasserstein Distances on d-dimensional histograms using (d+1)-partite graphs NeurIPS 2018 Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information AISTATS 2018 Conflict Directed Clause Learning for Maximum Weighted Clique Problem IJCAI 2018 Constant Regret, Generalized Mixability, and Mirror Descent NeurIPS 2018 Constrained Coalition Formation on Valuation Structures: Formal Framework, Applications, and Islands of Tractability (Extended Abstract) IJCAI 2018 Constrained Interacting Submodular Groupings ICML 2018 Contextual Pricing for Lipschitz Buyers NeurIPS 2018 Contextual Stochastic Block Models NeurIPS 2018 Continuous Relaxation of MAP Inference: A Nonconvex Perspective CVPR 2018 Contour location via entropy reduction leveraging multiple information sources NeurIPS 2018 Convergence Analysis of Gradient Descent for Eigenvector Computation IJCAI 2018 Convolutional Imputation of Matrix Networks ICML 2018 Counting Motifs with Graph Sampling COLT 2018 Curve Reconstruction via the Global Statistics of Natural Curves CVPR 2018 DAGs with NO TEARS: Continuous Optimization for Structure Learning NeurIPS 2018 Data Amplification: A Unified and Competitive Approach to Property Estimation NeurIPS 2018 Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects EMNLP 2018 Deep Learning of Graph Matching CVPR 2018 Derivative Estimation in Random Design NeurIPS 2018