Numerical Analysis

An Optimization Framework for Recovery of Speech from Phase-Encoded Spectrograms Interspeech 2018 A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms JMLR 2018 A Tight Bound of Hard Thresholding JMLR 2018 Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap ICML 2018 Fully Understanding The Hashing Trick NeurIPS 2018 Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation NeurIPS 2018 Implicit Probabilistic Integrators for ODEs NeurIPS 2018 Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski p-Norms ICML 2018 Linear Spectral Estimators and an Application to Phase Retrieval ICML 2018 Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices ICML 2018 Optimal Structured Light à La Carte CVPR 2018 Quadrature-based features for kernel approximation NeurIPS 2018 Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018 Relating Leverage Scores and Density using Regularized Christoffel Functions NeurIPS 2018 Scaling Gaussian Process Regression with Derivatives NeurIPS 2018 Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018 Smoothed analysis of the low-rank approach for smooth semidefinite programs NeurIPS 2018 Sublinear Time Low-Rank Approximation of Distance Matrices NeurIPS 2018 Testing Sparsity over Known and Unknown Bases ICML 2018 Acoustic Analysis of Detailed Three-Dimensional Shape of the Human Nasal Cavity and Paranasal Sinuses Interspeech 2017 Algebraic Variety Models for High-Rank Matrix Completion ICML 2017 A Mouth Opening Effect Based on Pole Modification for Expressive Singing Voice Transformation Interspeech 2017 A Nonconvex Approach for Phase Retrieval: Reshaped Wirtinger Flow and Incremental Algorithms JMLR 2017 A Semismooth Newton Method for Fast, Generic Convex Programming ICML 2017 A Spectro-Temporal Demodulation Technique for Pitch Estimation Interspeech 2017