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Proximal gradient method
Results: 9

#	Item
1	Journal of Machine Learning Research2159 Submitted 3/10; Revised 3/11; Published 7/11 Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗ Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2011-07-05 16:26:18 Mathematical optimization Numerical analysis Mathematical analysis Convex optimization Stochastic optimization Machine learning Gradient descent Stochastic gradient descent Subgradient method Proximal gradient methods for learning Perceptron BroydenFletcherGoldfarbShanno algorithm
2	Trust Region Policy Optimization arXiv:1502.05477v4 [cs.LG] 6 Jun 2016 John Schulman JOSCHU @ EECS . BERKELEY. EDU Add to Reading List Source URL: arxiv.org Language: English - Date: 2016-06-06 20:48:19 Numerical analysis Applied mathematics Statistics Markov models Mathematical optimization Operations research Reinforcement learning Expectationmaximization algorithm Sine Proximal gradient method Gradient method Loss function
3	Trust Region Policy Optimization arXiv:1502.05477v4 [cs.LG] 6 Jun 2016 John Schulman JOSCHU @ EECS . BERKELEY. EDU Add to Reading List Source URL: arxiv.org Language: English - Date: 2016-06-06 20:48:19 Markov models Mathematical optimization Operations research Reinforcement learning Expectationmaximization algorithm Sine Proximal gradient method Gradient method Markov chain Loss function Artificial neural network Equation solving
4	Adaptive Subgradient Methods Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗ John Duchi Add to Reading List Source URL: stanford.edu Language: English - Date: 2014-09-05 13:17:02 Convex optimization Mathematical optimization Stochastic optimization Machine learning Gradient descent Subgradient method Stochastic gradient descent Proximal gradient methods for learning Perceptron BroydenFletcherGoldfarbShanno algorithm Online machine learning Loss functions for classification
5	Learning with stochastic proximal gradient Lorenzo Rosasco ∗ DIBRIS, Universit`a di Genova Via Dodecaneso, [removed]Genova, Italy Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:36 Stochastic optimization Operations research Stochastic gradient descent Stochastic approximation Gradient descent Gradient method Subgradient method Convex optimization Numerical analysis Mathematical optimization Mathematical analysis
6	mS2GD: Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting Jie Liu Lehigh University Bethlehem, PA 18015 Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:41 Stochastic optimization Numerical linear algebra Stochastic gradient descent Gradient method Gradient descent Stochastic approximation Mathematical optimization Random coordinate descent Coordinate descent Numerical analysis Mathematical analysis Mathematics
7	An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization Add to Reading List Source URL: jmlr.org Language: English - Date: 2014-02-16 19:30:21 Convex analysis Convex optimization Homotopy Linear programming Convex function Least squares Mathematical optimization Mathematical analysis Operations research
8	An Adaptive Accelerated Proximal Gradient Method and its Homotopy Continuation for Sparse Optimization Add to Reading List Source URL: jmlr.org Language: English - Date: 2014-02-16 19:30:21 Convex analysis Convex optimization Homotopy Linear programming Convex function Least squares Mathematical optimization Mathematical analysis Operations research
9	A Proximal-Gradient Homotopy Method for the `1 -Regularized Least-Squares Problem Lin Xiao Microsoft Research, 1 Microsoft Way, Redmond, WA[removed]USA Tong Zhang Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:12 Operations research Iterative methods Convex optimization Least squares Linear programming Constraint algorithm Levenberg–Marquardt algorithm Numerical analysis Mathematical optimization Applied mathematics

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