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Stochastic gradient descent
Results: 144

#	Item
31	arXiv:1410.7455v8 [cs.NE] 22 Jun 2015 Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-06-23 20:50:51 Stochastic optimization Estimation theory Computational statistics M-estimators Convex optimization Stochastic gradient descent Matrix Fisher information Deep learning Covariance matrix
32	Efficient Learning of Mahalanobis Metrics for Ranking Daryl K. H. Lim DKLIM @ UCSD . EDU Department of Electrical and Computer Engineering, University of California, San Diego, CAUSA Gert Lanckriet Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:24 Machine learning Learning to rank Support vector machine XQ Valuation Supervised learning Stochastic gradient descent
33	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
34	Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCONew York, NY: ACM Nominated for Best Paper Aw Add to Reading List Source URL: eplex.cs.ucf.edu Language: English - Date: 2016-04-28 14:32:32 Artificial neural networks Applied mathematics Artificial intelligence Machine learning Neuroevolution Evolutionary algorithm Deep learning Backpropagation Stochastic gradient descent HyperNEAT Genetic algorithm Multilayer perceptron
35	Supplementary Materials: Accelerated Stochastic Gradient Descent for Minimizing Finite Sums Atsushi Nitanda Tokyo Institute of Technology and NTT DATA Mathematical Systems Inc. Tokyo, Japan Add to Reading List Source URL: jmlr.org Language: English - Date: 2016-06-06 23:29:35
36	ADVANCES IN OPTIMIZING RECURRENT NETWORKS Yoshua Bengio, Nicolas Boulanger-Lewandowski and Razvan Pascanu arXiv:1212.0901v2 [cs.LG] 14 DecU. Montreal Add to Reading List Source URL: arxiv.org Language: English - Date: 2012-12-16 20:30:23 Artificial neural networks Applied mathematics Machine learning Cybernetics Recurrent neural network Deep learning Long short-term memory Stochastic gradient descent Convolutional neural network Rectifier Backpropagation Gradient descent
37	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
38	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
39	Accelerated Stochastic Gradient Descent for Minimizing Finite Sums Atsushi Nitanda Tokyo Institute of Technology and NTT DATA Mathematical Systems Inc. Tokyo, Japan Add to Reading List Source URL: jmlr.org Language: English - Date: 2016-06-06 23:29:35
40	Conjugate Directions for Stochastic Gradient Descent? Nicol N. Schraudolph Thore Graepel Add to Reading List Source URL: nic.schraudolph.org Language: English - Date: 2011-07-24 10:17:03