Mathematics

Modeling Diachronic Change in Scientific Writing with Information Density COLING 2016 Motion Planning as Probabilistic Inference using Gaussian Processes and Factor Graphs RSS 2016 Multiresolution Matrix Compression AISTATS 2016 Multi-scale Classification using Localized Spatial Depth JMLR 2016 Multivariate Spearman's ρ for Aggregating Ranks Using Copulas JMLR 2016 Multivariate tests of association based on univariate tests NeurIPS 2016 Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula NeurIPS 2016 New perspective on sampling-based motion planning via random geometric graphs RSS 2016 New Resistance Distances with Global Information on Large Graphs AISTATS 2016 Non-Gaussian Component Analysis with Log-Density Gradient Estimation AISTATS 2016 Nonlinear Statistical Learning with Truncated Gaussian Graphical Models ICML 2016 Normalized Spectral Map Synchronization NeurIPS 2016 One Scan 1-Bit Compressed Sensing AISTATS 2016 On Lower and Upper Bounds in Smooth and Strongly Convex Optimization JMLR 2016 On Quantile Regression in Reproducing Kernel Hilbert Spaces with the Data Sparsity Constraint JMLR 2016 On Smoothing and Enhancing Dynamics of Pitch Contours Represented by Discrete Orthogonal Polynomials for Prosody Generation Interspeech 2016 On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm JMLR 2016 On Valid Optimal Assignment Kernels and Applications to Graph Classification NeurIPS 2016 Open Problem: Kernel methods on manifolds and metric spaces. What is the probability of a positive definite geodesic exponential kernel? COLT 2016 Open Problem: Property Elicitation and Elicitation Complexity COLT 2016 Optimal Cluster Recovery in the Labeled Stochastic Block Model NeurIPS 2016 Optimal Estimation of Derivatives in Nonparametric Regression JMLR 2016 Optimal Learning via the Fourier Transform for Sums of Independent Integer Random Variables COLT 2016 Orthogonal Random Features NeurIPS 2016 Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models JMLR 2016