coordinate descent

Differentially Private Coordinate Descent for Composite Empirical Risk Minimization ICML 2022 DPCD: Discrete Principal Coordinate Descent for Binary Variable Problems AAAI 2022 Fast Stagewise Sparse Factor Regression JMLR 2022 Functional Linear Regression with Mixed Predictors JMLR 2022 Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes ICLR 2022 Anderson acceleration of coordinate descent AISTATS 2021 A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance ICML 2021 Efficient Designs Of SLOPE Penalty Sequences In Finite Dimension AISTATS 2021 Efficient greedy coordinate descent via variable partitioning UAI 2021 Expanding Boundaries of Gap Safe Screening JMLR 2021 Explicit Regularization of Stochastic Gradient Methods through Duality AISTATS 2021 FedDR – Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization NeurIPS 2021 Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives JMLR 2021 Random Coordinate Langevin Monte Carlo COLT 2021 Rotation Coordinate Descent for Fast Globally Optimal Rotation Averaging CVPR 2021 Stability and Generalization for Randomized Coordinate Descent IJCAI 2021 A Unified Theory of SGD: Variance Reduction, Sampling, Quantization and Coordinate Descent AISTATS 2020 Convergence Analysis of Block Coordinate Algorithms with Determinantal Sampling AISTATS 2020 Dual Extrapolation for Sparse GLMs JMLR 2020 Dynamic Programming for Predict+Optimise AAAI 2020 Exact and Efficient Inference for Collective Flow Diffusion Model via Minimum Convex Cost Flow Algorithm AAAI 2020 Fast Algorithms for Computational Optimal Transport and Wasserstein Barycenter AISTATS 2020 Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance ICML 2020 Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization AISTATS 2020 Linear Convergence of Randomized Primal-Dual Coordinate Method for Large-scale Linear Constrained Convex Programming ICML 2020