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Econometrics / Statistical theory / Stochastic optimization / Linear regression / Fisher information / Least squares / Natural evolution strategy / Stochastic gradient descent / Variance / Statistics / Estimation theory / Regression analysis


Robust Estimation of Natural Gradient in Optimization by Regularized Linear Regression Luigi Malag` o1 and Matteo Matteucci2 1
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Document Date: 2013-09-20 17:47:58


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Company

IOS Press / /

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Facility

Institute of Mathematical Statistics / /

IndustryTerm

black-box optimization algorithms / random search methods / blackbox model-based search / Ridge regression learning algorithm / Statistical applications / model-based search meta-heuristics / signal processing / closed-form solution / optimization algorithms / Information-geometric optimization algorithms / model-based search algorithm / search space / model-based search / lasso algorithm / /

Organization

Royal Statistical Society / Politecnico di Milano / Institute of Mathematical Statistics / /

Person

Learning / Luigi Malag / Morgan Kaufmann / /

Position

regularized Fisher information matrix / Prime Minister / Fisher Information metric / /

PublishedMedium

Journal of the Royal Statistical Society / Lecture Notes in Computer Science / Machine Learning / /

Technology

Information-geometric optimization algorithms / functional genomics / LARS algorithm / machine learning / Ridge regression learning algorithm / SNGD algorithm / model-based search algorithm / distribution algorithms / lasso algorithm / optimization algorithms / black-box optimization algorithms / /

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