linear convergence

Apprenticeship Learning via Frank-Wolfe AAAI 2020 A Practical Riemannian Algorithm for Computing Dominant Generalized Eigenspace UAI 2020 Convergence Rates of Gradient Descent and MM Algorithms for Bradley-Terry Models AISTATS 2020 Discerning the Linear Convergence of ADMM for Structured Convex Optimization through the Lens of Variational Analysis JMLR 2020 Implicit Regularization and Convergence for Weight Normalization NeurIPS 2020 Improved Algorithms for Convex-Concave Minimax Optimization NeurIPS 2020 Linear Convergence of Adaptive Stochastic Gradient Descent AISTATS 2020 Linear Convergence of Randomized Primal-Dual Coordinate Method for Large-scale Linear Constrained Convex Programming ICML 2020 Random extrapolation for primal-dual coordinate descent ICML 2020 Reanalysis of Variance Reduced Temporal Difference Learning ICLR 2020 Revisiting Frank-Wolfe for Polytopes: Strict Complementarity and Sparsity NeurIPS 2020 Self-Concordant Analysis of Frank-Wolfe Algorithms ICML 2020 Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence ICML 2020 SVRG for Policy Evaluation with Fewer Gradient Evaluations IJCAI 2020 Tensor Completion Made Practical NeurIPS 2020 Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization NeurIPS 2020 A2BCD: Asynchronous Acceleration with Optimal Complexity ICLR 2019 Accelerated Linear Convergence of Stochastic Momentum Methods in Wasserstein Distances ICML 2019 A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization NeurIPS 2019 A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent ICML 2019 A unified variance-reduced accelerated gradient method for convex optimization NeurIPS 2019 A Well-Tempered Landscape for Non-convex Robust Subspace Recovery JMLR 2019 Blended Conditonal Gradients ICML 2019 Coreset Stochastic Variance-Reduced Gradient with Application to Optimal Margin Distribution Machine AAAI 2019 Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning NeurIPS 2019