Numerical Analysis

Breaking Locality Accelerates Block Gauss-Seidel ICML 2017 Co-Occurring Directions Sketching for Approximate Matrix Multiply AISTATS 2017 Data-driven Random Fourier Features using Stein Effect IJCAI 2017 Fitting Low-Rank Tensors in Constant Time NeurIPS 2017 Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data NeurIPS 2017 Frequency Domain Predictive Modelling with Aggregated Data AISTATS 2017 GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization ICML 2017 Hardware-Efficient Guided Image Filtering for Multi-Label Problem CVPR 2017 Integration Methods and Optimization Algorithms NeurIPS 2017 Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NeurIPS 2017 Matrix Completion from $O(n)$ Samples in Linear Time COLT 2017 Multiple-Scattering Microphysics Tomography CVPR 2017 Novel Shifted Real Spectrum for Exact Signal Reconstruction Interspeech 2017 Nyström Method with Kernel K-means++ Samples as Landmarks ICML 2017 On the Sampling Problem for Kernel Quadrature ICML 2017 Optimal Densification for Fast and Accurate Minwise Hashing ICML 2017 Polynomial time algorithms for dual volume sampling NeurIPS 2017 Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees ICML 2017 Real Time Pitch Shifting with Formant Structure Preservation Using the Phase Vocoder Interspeech 2017 Solving Most Systems of Random Quadratic Equations NeurIPS 2017 Synthesis of VV Utterances from Muscle Activation to Sound with a 3D Model Interspeech 2017 VCV Synthesis Using Task Dynamics to Animate a Factor-Based Articulatory Model Interspeech 2017 A Direct Least-Squares Solution to the PnP Problem With Unknown Focal Length CVPR 2016 A New Model for Acoustic Wave Propagation and Scattering in the Vocal Tract Interspeech 2016 Convergence guarantees for kernel-based quadrature rules in misspecified settings NeurIPS 2016