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accelerated gradient method

36 papers

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Also known as

AGM

Co-occurring keywords · papers mentioning both

convex optimization (18) accelerated gradient (14) convergence rate (13) gradient descent (11) nesterov acceleration (8) stochastic optimization (6) strongly convex (5) ordinary differential equation (4) differential equation (4) nesterov method (4)

Papers

Direct Runge-Kutta Discretization Achieves Acceleration NeurIPS 2018 Optimization Algorithm Inspired Deep Neural Network Structure Design ACML 2018 Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds NeurIPS 2017 Adaptive Accelerated Gradient Converging Method under H\"{o}lderian Error Bound Condition NeurIPS 2017 Dissipativity Theory for Nesterov’s Accelerated Method ICML 2017 A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights JMLR 2016 Homotopy Smoothing for Non-Smooth Problems with Lower Complexity than O(1/ε) NeurIPS 2016 A Differential Equation for Modeling Nesterov’s Accelerated Gradient Method: Theory and Insights NeurIPS 2014 Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NeurIPS 2013 Better Mini-Batch Algorithms via Accelerated Gradient Methods NeurIPS 2011 Accelerated Gradient Methods for Stochastic Optimization and Online Learning NeurIPS 2009