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Stochastic optimization
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#	Item
101	Gaussian Belief Space Planning for Imprecise Articulated Robots Alex Lee Sachin Patil John Schulman Zoe McCarthy Jur van den Berg Ken Goldberg Pieter Abbeel Abstract— For many emerging applications, actuators are being Add to Reading List Source URL: goldberg.berkeley.edu Language: English - Date: 2013-04-30 13:17:31 Statistics Mathematical analysis Probability Robot control Mathematical optimization Dynamic programming Stochastic control Partially observable Markov decision process Trajectory optimization Kalman filter Motion planning Normal distribution
102	Topmoumoute online natural gradient algorithm Nicolas Le Roux University of Montreal Pierre-Antoine Manzagol Add to Reading List Source URL: nicolas.le-roux.name Language: English - Date: 2011-05-05 09:32:05 Mathematics Numerical analysis Algebra Computational statistics Stochastic optimization Linear filters Numerical linear algebra Convex optimization Stochastic gradient descent Gradient descent Artificial neural network Mathematical optimization
103	Weighted SGD for ?𝓅 Regression with Randomized Preconditioning Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2015-12-28 18:07:07 Operations research Econometrics Convex optimization Numerical linear algebra Estimation theory Preconditioner Support vector machine Linear regression Gradient descent Regression analysis Stochastic gradient descent Linear programming
104	MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Truncated Approximate Dynamic Programming with Task-Dependent Terminal Value Farahmand, A.-M.; Nikovski, D.N.; Igarashi, Y.; Konaka, H. Add to Reading List Source URL: www.merl.com Language: English - Date: 2016-04-13 11:53:14 Mathematical optimization Operations research Dynamic programming Markov processes Stochastic control Markov decision process Reinforcement learning Convolution Optimal control Q-learning
105	Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Matrix Decomposition Hanie Sedghi Univ. of Southern California Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-12-02 20:46:02
106	600_Evaluating the Benefits of Stochastic Optimization for Hydro Assets.pdf Add to Reading List Source URL: www.time-steps.com Language: English - Date: 2016-04-21 05:29:31 Operations research Statistical randomness Mathematical optimization Stochastic optimization Stochastic Mathematics Quantitative analyst Economic model Option Business Economy
107	Non-stochastic Best Arm Identification and Hyperparameter Optimization A Proof of Theorem 1 Add to Reading List Source URL: jmlr.org Language: English - Date: 2016-06-06 23:29:34
108	AM 121: Intro to Optimization Models and Methods Lecture 19: Stochastic Optimization Yiling Chen Add to Reading List Source URL: am121.seas.harvard.edu Language: English - Date: 2015-11-22 23:41:57
109	Image and Vision Computing–364 www.elsevier.com/locate/imavis Fast stochastic optimization for articulated structure tracking M. Bray a,, E. Koller-Meier a, N.N. Schraudolph b, L. Van Gool a a Add to Reading List Source URL: nic.schraudolph.org Language: English* - Date: 2011-07-24 10:13:18
110	Exponential Natural Evolution Strategies Tobias Glasmachers Tom Schaul Sun Yi Add to Reading List Source URL: people.idsia.ch Language: English - Date: 2010-07-12 06:32:06 Algebra Mathematics Mathematical analysis Evolutionary algorithms Matrix theory Stochastic optimization Probability distributions Stable distributions Natural evolution strategy CMA-ES Evolution strategy Normal distribution

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