Showing 1–20 of 76 results
/ Date/ Name
Apr 22, 2009NESTA: A Fast and Accurate First-order Method for Sparse RecoveryJun 4, 2014A variational approach to stable principal component pursuitFeb 19, 2019Penalized basis models for very large spatial datasetsApr 1, 2019Stochastic Subspace DescentMay 17, 2019Randomization of Approximate Bilinear Computation for Matrix MultiplicationDec 6, 2021On the computation of a non-parametric estimator by convex optimizationJul 7, 2017Efficient Adjoint Computation for Wavelet and Convolution OperatorsFeb 8, 2017Adapting Regularized Low Rank Models for Parallel ArchitecturesMay 24, 2013An Algorithm for Splitting Parallel Sums of Linearly Composed Monotone Operators, with Applications to Signal RecoveryNov 9, 2022QuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform PDE Data CompressionMar 10, 2019One-Pass Sparsified Gaussian MixturesMar 5, 2020Bounds for the tracking error of first-order online optimization methodsFeb 28, 2019Online Sparse Subspace ClusteringDec 15, 2021Theory of versatile fidelity estimation with confidenceMay 25, 2024Online randomized interpolative decomposition with a posteriori error estimator for temporal PDE data reductionJun 10, 2020High Probability Convergence Bounds for Non-convex Stochastic Gradient Descent with Sub-Weibull NoiseApr 25, 2026WSINDy for Model Predictive Control with Applications to Fusion, Drones, and ChaosJan 30, 2019Tensor Robust Principal Component Analysis: Better recovery with atomic norm regularizationSep 18, 2009Quantum state tomography via compressed sensingOct 17, 2019Optimization and Learning with Information Streams: Time-varying Algorithms and Applications