coordinate descent

Coordinate Descent with Bandit Sampling NeurIPS 2018 DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018 Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018 On Matching Pursuit and Coordinate Descent ICML 2018 Revisiting Decomposable Submodular Function Minimization with Incidence Relations NeurIPS 2018 SEGA: Variance Reduction via Gradient Sketching NeurIPS 2018 Stochastic Spectral and Conjugate Descent Methods NeurIPS 2018 Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization IJCAI 2017 Accelerated Stochastic Greedy Coordinate Descent by Soft Thresholding Projection onto Simplex NeurIPS 2017 Adaptive Sampling Probabilities for Non-Smooth Optimization ICML 2017 A General Distributed Dual Coordinate Optimization Framework for Regularized Loss Minimization JMLR 2017 Approximate Steepest Coordinate Descent ICML 2017 Asynchronous Coordinate Descent under More Realistic Assumptions NeurIPS 2017 Data sparse nonparametric regression with $ε$-insensitive losses ACML 2017 Distributed Accelerated Proximal Coordinate Gradient Methods IJCAI 2017 Doubly Greedy Primal-Dual Coordinate Descent for Sparse Empirical Risk Minimization ICML 2017 Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions NeurIPS 2017 Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems NeurIPS 2017 Faster Coordinate Descent via Adaptive Importance Sampling AISTATS 2017 Fast Sparse Gaussian Markov Random Fields Learning Based on Cholesky Factorization IJCAI 2017 Gap Safe Screening Rules for Sparsity Enforcing Penalties JMLR 2017 Improved Bounded Matrix Completion for Large-Scale Recommender Systems IJCAI 2017 Mini-batch Block-coordinate based Stochastic Average Adjusted Gradient Methods to Solve Big Data Problems ACML 2017 Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration NeurIPS 2017 Safe Adaptive Importance Sampling NeurIPS 2017