coordinate descent

Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise AAAI 2020 Random extrapolation for primal-dual coordinate descent ICML 2020 Randomized Block-Diagonal Preconditioning for Parallel Learning ICML 2020 SNODE: Spectral Discretization of Neural ODEs for System Identification ICLR 2020 Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization ICML 2020 Variance Reduced Coordinate Descent with Acceleration: New Method With a Surprising Application to Finite-Sum Problems ICML 2020 Accelerated Coordinate Descent with Arbitrary Sampling and Best Rates for Minibatches AISTATS 2019 A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem CVPR 2019 Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019 Blended Matching Pursuit NeurIPS 2019 Efficient Greedy Coordinate Descent for Composite Problems AISTATS 2019 Efficient Multitask Feature and Relationship Learning UAI 2019 First-Order Algorithms Converge Faster than $O(1/k)$ on Convex Problems ICML 2019 Floor-SP: Inverse CAD for Floorplans by Sequential Room-Wise Shortest Path ICCV 2019 High-Dimensional Optimization in Adaptive Random Subspaces NeurIPS 2019 Multiclass Boosting: Margins, Codewords, Losses, and Algorithms JMLR 2019 Online Convex Matrix Factorization with Representative Regions NeurIPS 2019 Parallel Asynchronous Stochastic Coordinate Descent with Auxiliary Variables AISTATS 2019 Screening rules for Lasso with non-convex Sparse Regularizers ICML 2019 SySCD: A System-Aware Parallel Coordinate Descent Algorithm NeurIPS 2019 Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization AAAI 2019 Wasserstein regularization for sparse multi-task regression AISTATS 2019 Accelerating Greedy Coordinate Descent Methods ICML 2018 Baseline Desensitizing in Translation Averaging CVPR 2018 Coordinate Descent Faceoff: Primal or Dual? ALT 2018