nesterov acceleration

Accelerating Gradient Boosting Machines AISTATS 2020 A Continuous-time Perspective for Modeling Acceleration in Riemannian Optimization AISTATS 2020 A General System of Differential Equations to Model First-Order Adaptive Algorithms JMLR 2020 A Lyapunov analysis for accelerated gradient methods: from deterministic to stochastic case AISTATS 2020 Learning Data-adaptive Non-parametric Kernels JMLR 2020 Nesterov's Acceleration for Approximate Newton JMLR 2020 On the Convergence of Nesterov’s Accelerated Gradient Method in Stochastic Settings ICML 2020 Variance Reduced Coordinate Descent with Acceleration: New Method With a Surprising Application to Finite-Sum Problems ICML 2020 A2BCD: Asynchronous Acceleration with Optimal Complexity ICLR 2019 Acceleration via Symplectic Discretization of High-Resolution Differential Equations NeurIPS 2019 A Dynamical Systems Perspective on Nesterov Acceleration ICML 2019 A Universally Optimal Multistage Accelerated Stochastic Gradient Method NeurIPS 2019 Cubic Regularization with Momentum for Nonconvex Optimization UAI 2019 Efficient Algorithms for Smooth Minimax Optimization NeurIPS 2019 Fast and Faster Convergence of SGD for Over-Parameterized Models and an Accelerated Perceptron AISTATS 2019 Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems UAI 2019 Implicit Regularization of Accelerated Methods in Hilbert Spaces NeurIPS 2019 Nonlinear Acceleration of Primal-Dual Algorithms AISTATS 2019 On the Curved Geometry of Accelerated Optimization NeurIPS 2019 Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression IJCAI 2018 Accelerated Gradient Descent Escapes Saddle Points Faster than Gradient Descent COLT 2018 Accelerating Stochastic Gradient Descent for Least Squares Regression COLT 2018 An Estimate Sequence for Geodesically Convex Optimization COLT 2018 Catalyst for Gradient-based Nonconvex Optimization AISTATS 2018 Direct Runge-Kutta Discretization Achieves Acceleration NeurIPS 2018