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Numerical Analysis

294 directly classified papers

Papers per year

Papers

Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018
Smoothed analysis of the low-rank approach for smooth semidefinite programs NIPS 2018
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices ICML 2018
Multiple-Scattering Microphysics Tomography CVPR 2017
Data-driven Random Fourier Features using Stein Effect IJCAI 2017
A Semismooth Newton Method for Fast, Generic Convex Programming ICML 2017
Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees ICML 2017
On the Sampling Problem for Kernel Quadrature ICML 2017
Solving Most Systems of Random Quadratic Equations NIPS 2017
Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data NIPS 2017
Fitting Low-Rank Tensors in Constant Time NIPS 2017
Co-Occurring Directions Sketching for Approximate Matrix Multiply AISTATS 2017
Frequency Domain Predictive Modelling with Aggregated Data AISTATS 2017
A Nonconvex Approach for Phase Retrieval: Reshaped Wirtinger Flow and Incremental Algorithms JMLR 2017
Nyström Method with Kernel K-means++ Samples as Landmarks ICML 2017
Algebraic Variety Models for High-Rank Matrix Completion ICML 2017
Optimal Densification for Fast and Accurate Minwise Hashing ICML 2017
GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization ICML 2017
Breaking Locality Accelerates Block Gauss-Seidel ICML 2017
Real Time Pitch Shifting with Formant Structure Preservation Using the Phase Vocoder INTERSPEECH 2017
Novel Shifted Real Spectrum for Exact Signal Reconstruction INTERSPEECH 2017
Synthesis of VV Utterances from Muscle Activation to Sound with a 3D Model INTERSPEECH 2017
Polynomial time algorithms for dual volume sampling NIPS 2017
Integration Methods and Optimization Algorithms NIPS 2017
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NIPS 2017