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Stochastic optimization
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221	On the importance of initialization and momentum in deep learning Ilya Sutskever1 James Martens George Dahl Geoffrey Hinton Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2013-05-14 14:30:22 Mathematics Mathematical optimization Stochastic gradient descent Convex optimization Gradient descent Backpropagation Perceptron Gradient method Autoencoder Neural networks Numerical analysis Applied mathematics
222	Black-box optimization benchmarking of the GLOBAL method L´aszlo´ P´al Faculty of Economic and Human Sciences, Sapientia – Hungarian University of Add to Reading List Source URL: www.mat.univie.ac.at Language: English - Date: 2012-07-04 06:19:05 Mathematics Stochastic optimization Multivariate statistics Mathematical optimization Cluster analysis Quasi-Newton method Maxima and minima BFGS method Nelder–Mead method Statistics Numerical analysis Operations research
223	Spectral Projected Gradient Descent for Efficient and Large Scale Generalized Multiple Kernel Learning Ashesh Jain S. V. N. Vishwanathan Add to Reading List Source URL: www.stat.purdue.edu Language: English - Date: 2013-01-13 21:21:11 Statistical classification Support vector machine Stochastic gradient descent Mathematical optimization Gradient descent Shogun Gradient method Numerical analysis Statistics Machine learning
224	Revisiting Elitism in Ant Colony Optimization Tony White, Simon Kaegi, Terri Oda School of Computer Science, Carleton University 1125 Colonel By Drive, Ottawa, Ontario, Canada K1S 5B6 , skaegi@sym Add to Reading List Source URL: terri.zone12.com Language: English - Date: 2007-07-05 20:33:39 Theoretical computer science Ant colony optimization algorithms Stochastic optimization Travelling salesman problem Ant Swarm behaviour Mathematical optimization Algorithm Lin–Kernighan heuristic Mathematics Applied mathematics Operations research
225	Tree-Structured Statistical Modeling via Convex Optimization James Saunderson, Venkat Chandrasekaran, Pablo A. Parrilo and Alan S. Willsky Abstract— We develop a semidefinite-programming-based approach to stochastic mo Add to Reading List Source URL: www.mit.edu Language: English - Date: 2012-07-29 14:44:51 Covariance and correlation Matrices Multivariate statistics Linear algebra Data analysis Semidefinite programming Matrix Covariance Positive-definite matrix Algebra Mathematics Statistics
226	Curriculum Vitae – Shane G. Henderson Professor, School of Operations Research and Industrial Engineering Cornell University Ithaca, NY 14853 Add to Reading List Source URL: people.orie.cornell.edu Language: English - Date: 2015-01-28 11:27:04 Knowledge Clan Henderson Henderson Stochastic optimization Simulation Academia Robust optimization Lee Schruben Richard Bronson Mathematical optimization Science Operations research
227	Biol Cybern:241–251 DOIs00422REVIEW Automated neuron model optimization techniques: a review Add to Reading List Source URL: www.tnb.ua.ac.be Language: English - Date: 2014-02-10 10:38:34 Numerical analysis Cybernetics Search algorithms Genetic algorithm Global optimization Evolutionary algorithm Stochastic optimization Simulated annealing Algorithm Mathematical optimization Applied mathematics Mathematics
228	Multiplicative Updates for Learning with Stochastic Matrices Zhanxing Zhu, Zhirong Yang⋆ , and Erkki Oja Department of Information and Computer Science, Aalto University P.O.Box 15400, FI-00076, Aalto, Finland {zhanxin Add to Reading List Source URL: homepages.inf.ed.ac.uk Language: English - Date: 2013-09-03 12:49:12 Markov models Matrices Machine learning Matrix theory Non-negative matrix factorization Matrix Stochastic matrix Cluster analysis Mathematical optimization Statistics Mathematics Multivariate statistics
229	REV_ISS_WEB_COGS_12052_37 Add to Reading List Source URL: www.indiana.edu Language: English - Date: 2013-11-25 13:26:38 Multi-armed bandit Stochastic optimization Problem solving Learning Game theory Statistics Educational psychology Machine learning
230	Medium-term rail planning at Rio Tinto Iron Ore Add to Reading List Source URL: www.mssanz.org.au Language: English - Date: 2013-01-15 22:25:08 Technology Control theory Stochastic differential equations Business Mathematical optimization Logistics Manufacturing Stockpile

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