Mathematics

Time-dependent spatially varying graphical models, with application to brain fMRI data analysis NeurIPS 2017 Top-Down versus Bottom-Up Theories of Phonological Acquisition: A Big Data Approach Interspeech 2017 Toroidal Constraints for Two-Point Localization Under High Outlier Ratios CVPR 2017 Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017 Tractability in Structured Probability Spaces NeurIPS 2017 Two-Sample Tests for Large Random Graphs Using Network Statistics COLT 2017 Unbiased estimates for linear regression via volume sampling NeurIPS 2017 Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays NeurIPS 2017 Uniform Convergence Rates for Kernel Density Estimation ICML 2017 Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques JMLR 2017 Unsupervised Vanishing Point Detection and Camera Calibration From a Single Manhattan Image With Radial Distortion CVPR 2017 Uprooting and Rerooting Higher-Order Graphical Models NeurIPS 2017 VCV Synthesis Using Task Dynamics to Animate a Factor-Based Articulatory Model Interspeech 2017 Verifying Reachability in Networks with Mutable Datapaths NSDI 2017 Vowel and Consonant Sequences in three Bavarian Dialects of Austria Interspeech 2017 Weakening Covert Networks by Minimizing Inverse Geodesic Length IJCAI 2017 Weighted Model Integration with Orthogonal Transformations IJCAI 2017 When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, ℓ_2-consistency and Neuroscience Applications ICML 2017 XOR-Sampling for Network Design with Correlated Stochastic Events IJCAI 2017 Achieving the KS threshold in the general stochastic block model with linearized acyclic belief propagation NeurIPS 2016 A Comparative Study for Single Image Blind Deblurring CVPR 2016 Acoustic Analysis of Syllables Across Indian Languages Interspeech 2016 Adaptive Concentration Inequalities for Sequential Decision Problems NeurIPS 2016 A Differential Approach to Causality in Staged Trees PGM 2016 A Direct Least-Squares Solution to the PnP Problem With Unknown Focal Length CVPR 2016