Mathematics

Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP) CVPR 2016 LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain NeurIPS 2016 Learning Additive Exponential Family Graphical Models via ℓ_2,1-norm Regularized M-Estimation NeurIPS 2016 Learning from Multiway Data: Simple and Efficient Tensor Regression ICML 2016 Learning HMMs with Nonparametric Emissions via Spectral Decompositions of Continuous Matrices NeurIPS 2016 Learning Planar Ising Models JMLR 2016 Likelihood Ratio Calculation in Acoustic-Phonetic Forensic Voice Comparison: Comparison of Three Statistical Modelling Approaches Interspeech 2016 Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices AISTATS 2016 Linear Relaxations for Finding Diverse Elements in Metric Spaces NeurIPS 2016 Linear Shape Deformation Models With Local Support Using Graph-Based Structured Matrix Factorisation CVPR 2016 Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means JMLR 2016 Low-Rank Approximation of Weighted Tree Automata AISTATS 2016 Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis JMLR 2016 Low-Rank Regression with Tensor Responses NeurIPS 2016 Low-rank Solutions of Linear Matrix Equations via Procrustes Flow ICML 2016 Macroscopic Interferometry: Rethinking Depth Estimation With Frequency-Domain Time-Of-Flight CVPR 2016 Matrix Eigen-decomposition via Doubly Stochastic Riemannian Optimization ICML 2016 Mechanical Antagonism in Legged Robots RSS 2016 Memory Efficient Max Flow for Multi-Label Submodular MRFs CVPR 2016 Metadata-conscious anonymous messaging ICML 2016 Minimax Adaptive Estimation of Nonparametric Hidden Markov Models JMLR 2016 Minimax Estimation of Maximum Mean Discrepancy with Radial Kernels NeurIPS 2016 Mirror Surface Reconstruction Under an Uncalibrated Camera CVPR 2016 Mixed vine copulas as joint models of spike counts and local field potentials NeurIPS 2016 Mixture Proportion Estimation via Kernel Embeddings of Distributions ICML 2016