conftrace_

accelerated convergence

19 papers

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Co-occurring keywords

convex optimization (1321) stochastic optimization (1060) coordinate descent (147) first-order optimization (47) convergence rate (607) gradient descent (1144) distributed optimization (275) online learning (1777) constrained convex optimization (4) open-loop step-size (1)

Papers

Provable Accelerated Convergence of Nesterov’s Momentum for Deep ReLU Neural Networks ALT 2024
Accelerating Value Iteration with Anchoring NIPS 2023
Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes AISTATS 2023
Accelerated Primal-Dual Mirror Dynamics for Centralized and Distributed Constrained Convex Optimization Problems JMLR 2023
Accelerated Stochastic Optimization Methods under Quasar-convexity ICML 2023
Convergence Analysis of Linear Coupling with Inexact Proximal Operator UAI 2022
Accelerated Primal-Dual Gradient Method for Smooth and Convex-Concave Saddle-Point Problems with Bilinear Coupling NIPS 2022
Optimization with Momentum: Dynamical, Control-Theoretic, and Symplectic Perspectives JMLR 2021
Error Compensated Distributed SGD Can Be Accelerated NIPS 2021
Accelerating Gradient Boosting Machines AISTATS 2020
An Accelerated DFO Algorithm for Finite-sum Convex Functions ICML 2020
Locally Accelerated Conditional Gradients AISTATS 2020
Understanding and Accelerating Particle-Based Variational Inference ICML 2019
Anytime Online-to-Batch, Optimism and Acceleration ICML 2019
On Matching Pursuit and Coordinate Descent ICML 2018
Online Adaptive Methods, Universality and Acceleration NIPS 2018
Accelerating Greedy Coordinate Descent Methods ICML 2018
Distributed Accelerated Proximal Coordinate Gradient Methods IJCAI 2017
Accelerating Stochastic Composition Optimization NIPS 2016