Numerical Analysis

Coordinate-wise Power Method NeurIPS 2016 Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis ICML 2016 Experimental Validation of Sound Generated from Flow in Simplified Vocal Tract Model of Sibilant /s/ Interspeech 2016 Fast Detection of Curved Edges at Low SNR CVPR 2016 Faster Eigenvector Computation via Shift-and-Invert Preconditioning ICML 2016 Fast Parameter Inference in Nonlinear Dynamical Systems using Iterative Gradient Matching ICML 2016 Gaussian quadrature for matrix inverse forms with applications ICML 2016 Homotopy Smoothing for Non-Smooth Problems with Lower Complexity than O(1/ε) NeurIPS 2016 LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain NeurIPS 2016 On Lower and Upper Bounds in Smooth and Strongly Convex Optimization JMLR 2016 On Smoothing and Enhancing Dynamics of Pitch Contours Represented by Discrete Orthogonal Polynomials for Prosody Generation Interspeech 2016 Preconditioning Kernel Matrices ICML 2016 Principal Component Projection Without Principal Component Analysis ICML 2016 Probabilistic Linear Multistep Methods NeurIPS 2016 Provable Non-convex Phase Retrieval with Outliers: Median TruncatedWirtinger Flow ICML 2016 Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods ICML 2016 Reshaped Wirtinger Flow for Solving Quadratic System of Equations NeurIPS 2016 Solving Ridge Regression using Sketched Preconditioned SVRG ICML 2016 Stochastic Discrete Clenshaw-Curtis Quadrature ICML 2016 Sub-sampled Newton Methods with Non-uniform Sampling NeurIPS 2016 Tensor Decomposition via Joint Matrix Schur Decomposition ICML 2016 The Variational Nystrom method for large-scale spectral problems ICML 2016 Using a Biomechanical Model and Articulatory Data for the Numerical Production of Vowels Interspeech 2016 3D Surface Profilometry Using Phase Shifting of De Bruijn Pattern ICCV 2015 Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NeurIPS 2015