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Stochastic approximation
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51	PDF Document Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2013-05-17 04:28:53 Estimation theory Stochastic approximation Convex function Statistical theory Econometrics Maximum likelihood Statistics Mathematical analysis Stochastic optimization
52	NACLIM Deliverable D32.27 1st Batch-Updates of data sets containing time series of relevant key ocean quantities This deliverable consists of collecting and organizing relevant data sets, time series and model outputs fr Add to Reading List Source URL: naclim.zmaw.de Language: English - Date: 2014-12-09 09:52:28 Estimation theory Statistical forecasting Weather prediction Operations research Control theory Simultaneous perturbation stochastic approximation Parameter Mathematical optimization Data assimilation Statistics Atmospheric sciences Science
53	Microsoft PowerPoint - u241179-EGUposter [Read-Only] Add to Reading List Source URL: naclim.zmaw.de Language: English - Date: 2013-04-23 10:49:31 Cybernetics Simultaneous perturbation stochastic approximation Mathematical optimization Science SPSA Root-mean-square deviation Control theory Statistics Mathematics Operations research
54	c 2008 International Press COMMUNICATIONS IN INFORMATION AND SYSTEMS Vol. 8, No. 3, pp, 2008 Add to Reading List Source URL: www.ims.cuhk.edu.hk Language: English - Date: 2009-02-19 09:02:38 Monte Carlo methods Statistical theory Markov models Mathematical optimization Normal distribution Markov chain Kullback–Leibler divergence Stochastic process Stochastic approximation Statistics Stochastic optimization Operations research
55	A Constant-Factor Approximation for Stochastic Steiner Forest ∗ Anupam Gupta Amit Kumar Add to Reading List Source URL: www.cse.iitd.ernet.in Language: English - Date: 2009-03-25 10:41:58 NP-complete problems Network theory Vertex cover Steiner tree problem Shortest path problem Linear programming SL Edge disjoint shortest pair algorithm Pseudoforest Theoretical computer science Graph theory Mathematics
56	Figure 1: The collaborative topic Poisson factorization model (CTPF). A Stochastic variational inference for the collaborative topic Poisson factorization model Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2014-11-03 20:43:29 Machine learning Latent Dirichlet allocation Stochastic approximation Mathematics Mathematical optimization Bayesian statistics Evolutionary algorithms Dynamic topic model Stochastic optimization Statistics Statistical natural language processing
57	Large-Scale Machine Learning with Stochastic Gradient Descent L´eon Bottou NEC Labs America, Princeton NJ 08542, USA Add to Reading List Source URL: leon.bottou.org Language: English - Date: 2010-12-28 10:48:28 Statistics Operations research Stochastic gradient descent Neural networks Gradient descent Stochastic approximation Perceptron Supervised learning BFGS method Numerical analysis Mathematical optimization Stochastic optimization
58	988 IEEE SIGNAL PROCESSING LETTERS, VOL. 14, NO. 12, DECEMBER 2007 Interference-Normalized Least Mean Square Algorithm Add to Reading List Source URL: jmvalin.ca Language: English - Date: 2007-11-19 01:17:22 Signal processing Stochastic optimization Least mean squares filter Applied mathematics Adaptive filter Stochastic approximation Echo cancellation Kernel adaptive filter Adaptive beamformer Digital signal processing Electronic engineering Filter theory
59	Quick Polytope Approximation of All Correlated Equilibria in Stochastic Games Liam MacDermed, Karthik S. Narayan, Charles L. Isbell, Lora Weiss Georgia Institute of Technology Robotics and Intelligent Machines Laboratory Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2015-03-28 21:02:33 Polytopes Control theory Decision theory Mathematical economics Convex geometry Mathematical optimization Markov decision process Linear programming Game theory Operations research Geometry Mathematics
60	Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable Lauren A. Hannah Duke University Durham, NC 27701 Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2015-03-12 00:16:21 Stochastic optimization Operations research Mathematical optimization Dirichlet process Stochastic approximation Newsvendor model Mixture model Stochastic gradient descent Gradient descent Statistics Probability and statistics Numerical analysis

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