Mathematics

EVS Channel Aware Mode Robustness to Frame Erasures Interspeech 2016 Exact Inference on Gaussian Graphical Models of Arbitrary Topology using Path-Sums JMLR 2016 Experimental Validation of Sound Generated from Flow in Simplified Vocal Tract Model of Sibilant /s/ Interspeech 2016 Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NeurIPS 2016 Exploration of the (Non-)Asymptotic Bias and Variance of Stochastic Gradient Langevin Dynamics JMLR 2016 Exploring the Hidden Dimension in Graph Processing OSDI 2016 Exponential expressivity in deep neural networks through transient chaos NeurIPS 2016 False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking ICML 2016 Fast Algorithms for Robust PCA via Gradient Descent NeurIPS 2016 Fast Detection of Curved Edges at Low SNR CVPR 2016 Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier ICML 2016 Faster Eigenvector Computation via Shift-and-Invert Preconditioning ICML 2016 Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling NeurIPS 2016 Fast Parameter Inference in Nonlinear Dynamical Systems using Iterative Gradient Matching ICML 2016 Fast recovery from a union of subspaces NeurIPS 2016 Fast Stochastic Algorithms for SVD and PCA: Convergence Properties and Convexity ICML 2016 Finding significant combinations of features in the presence of categorical covariates NeurIPS 2016 Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NeurIPS 2016 ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission ICML 2016 Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing NeurIPS 2016 Gaussian quadrature for matrix inverse forms with applications ICML 2016 Generalized Direct Change Estimation in Ising Model Structure ICML 2016 Generating Gestural Scores from Acoustics Through a Sparse Anchor-Based Representation of Speech Interspeech 2016 Geometric Swimming on a Granular Surface RSS 2016 Geometry-aware stationary subspace analysis ACML 2016