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Numerical Analysis

349 papers

Papers per year

2
19
32
12
'10
'15
'20
'25

Papers

The Variational Nystrom method for large-scale spectral problems ICML 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
Solving Ridge Regression using Sketched Preconditioned SVRG 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
Principal Component Projection Without Principal Component Analysis ICML 2016
Preconditioning Kernel Matrices ICML 2016
Faster Eigenvector Computation via Shift-and-Invert Preconditioning ICML 2016
Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis ICML 2016
Tensor Decomposition via Joint Matrix Schur Decomposition ICML 2016
Stochastic Discrete Clenshaw-Curtis Quadrature ICML 2016
On Smoothing and Enhancing Dynamics of Pitch Contours Represented by Discrete Orthogonal Polynomials for Prosody Generation INTERSPEECH 2016
Using a Biomechanical Model and Articulatory Data for the Numerical Production of Vowels INTERSPEECH 2016
A New Model for Acoustic Wave Propagation and Scattering in the Vocal Tract INTERSPEECH 2016
Experimental Validation of Sound Generated from Flow in Simplified Vocal Tract Model of Sibilant /s/ INTERSPEECH 2016
On Lower and Upper Bounds in Smooth and Strongly Convex Optimization JMLR 2016
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NIPS 2015
Super-Resolution Off the Grid NIPS 2015
Spectral Representations for Convolutional Neural Networks NIPS 2015
A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA NIPS 2015
Fast, Provable Algorithms for Isotonic Regression in all L_p-norms NIPS 2015
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NIPS 2015
Column Selection via Adaptive Sampling NIPS 2015
Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the Nyström Method AISTATS 2015