accelerated gradient descent

Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond COLT 2020 Implicit Regularization of Accelerated Methods in Hilbert Spaces NeurIPS 2019 PDE Acceleration for Active Contours CVPR 2019 Accelerated Gradient Descent Escapes Saddle Points Faster than Gradient Descent COLT 2018 Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm ICML 2018 On Acceleration with Noise-Corrupted Gradients ICML 2018 On the insufficiency of existing momentum schemes for Stochastic Optimization ICLR 2018 Optimization Algorithm Inspired Deep Neural Network Structure Design ACML 2018 Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression JMLR 2017 Accelerated Stochastic Gradient Descent for Minimizing Finite Sums AISTATS 2016 Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis ICML 2016 Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling ICML 2016 On Lower and Upper Bounds in Smooth and Strongly Convex Optimization JMLR 2016 Tight Complexity Bounds for Optimizing Composite Objectives NeurIPS 2016