Mathematics

Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling NeurIPS 2017 Clustering from General Pairwise Observations with Applications to Time-varying Graphs JMLR 2017 Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract) IJCAI 2017 Combining DL-Lite_{bool}^N with Branching Time: A gentle Marriage IJCAI 2017 Committee Scoring Rules: A Call to Arms IJCAI 2017 Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis ICML 2017 Communication-Efficient Distributed Learning of Discrete Distributions NeurIPS 2017 Community Extraction in Multilayer Networks with Heterogeneous Community Structure JMLR 2017 Compact MDDs for Pseudo-Boolean Constraints with At-Most-One Relations in Resource-Constrained Scheduling Problems IJCAI 2017 Composing Tree Graphical Models with Persistent Homology Features for Clustering Mixed-Type Data ICML 2017 Compromise-free Pathfinding on a Navigation Mesh IJCAI 2017 Computing Bayes-Nash Equilibria in Combinatorial Auctions with Continuous Value and Action Spaces IJCAI 2017 Concentration of Multilinear Functions of the Ising Model with Applications to Network Data NeurIPS 2017 Conditions beyond treewidth for tightness of higher-order LP relaxations AISTATS 2017 Connected Subgraph Detection with Mirror Descent on SDPs ICML 2017 Consistent Robust Regression NeurIPS 2017 Convergence of Gradient EM on Multi-component Mixture of Gaussians NeurIPS 2017 Convergence rates of a partition based Bayesian multivariate density estimation method NeurIPS 2017 Convolutional Phase Retrieval NeurIPS 2017 Co-Occurring Directions Sketching for Approximate Matrix Multiply AISTATS 2017 Correspondence retrieval COLT 2017 Cross-Spectral Factor Analysis NeurIPS 2017 Data-driven Random Fourier Features using Stein Effect IJCAI 2017 Density Estimation in Infinite Dimensional Exponential Families JMLR 2017 Density Level Set Estimation on Manifolds with DBSCAN ICML 2017