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Statistical algorithms
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61	MIRI MACH IN E INT ELLIGENCE R ESEARCH INS TITU TE A Comparison of Decision Algorithms Add to Reading List Source URL: intelligence.org Language: English - Date: 2013-04-29 07:41:11 Science Probability and statistics Statistical inference Bayesian network Networks Bayesian probability Graphical model Causal decision theory Decision theory Statistics Bayesian statistics Statistical models
62	Asymptotic Variance and Convergence Rates of Nearly-Periodic MCMC Algorithms by Jeffrey S. Rosenthal* [Journal of the American Statistical Association 98, 169–177, Abstract. We consider nearly-periodic Markov ch Add to Reading List Source URL: probability.ca Language: English - Date: 2006-10-04 21:15:52
63	Some Results on the Ergodicity of Adaptive MCMC Algorithms Omar Khalil Supervisor: Jeffrey Rosenthal September 2, 2011 Add to Reading List Source URL: probability.ca Language: English - Date: 2011-09-03 10:10:47 Markov chain Law of large numbers Maximum likelihood Textual variants in the Gospel of Matthew Statistics Estimation theory Statistical theory
64	Nebel et al. Algorithms for Molecular Biology 2011, 6:24 http://www.almob.org/contentRESEARCH Open Access Add to Reading List Source URL: www.almob.org Language: English Science Bioinformatics Theoretical computer science Statistical natural language processing Stochastic context-free grammar Nucleic acid structure prediction Pseudoknot Combinatorics Biomolecular structure RNA Genetics Biology
65	Uncertainty Handling in Model Selection for Support Vector Machines Tobias Glasmachers and Christian Igel Institut f¨ ur Neuroinformatik, Ruhr-Universit¨ at Bochum, Germany Add to Reading List Source URL: image.diku.dk Language: English - Date: 2011-08-26 07:00:39 Stochastic optimization Statistical classification CMA-ES Computational statistics Cross-validation Support vector machine Mathematical optimization Supervised learning Stability Statistics Machine learning Evolutionary algorithms
66	Supplementary Data 0.1 Supplementary tables for 10-fold cross-validation Supplementary Tables 1–4 give results averaged over 10 trials of 10-fold crossvalidation for each of the 4 benchmark data sets. Standard deviati Add to Reading List Source URL: cbio.ensmp.fr Language: English - Date: 2009-06-12 06:33:48 Mathematics Statistical classification Data mining Machine learning K-nearest neighbor algorithm KRMD Support vector machine Nearest neighbor search Receiver operating characteristic Information science Statistics Search algorithms
67	Submitted to the Annals of Statistics ON THE EFFICIENCY OF PSEUDO-MARGINAL RANDOM WALK METROPOLIS ALGORITHMS By Chris Sherlock, Alexandre H. Thiery, Gareth O. Roberts, and Jeffrey S. Rosenthal Add to Reading List Source URL: probability.ca Language: English - Date: 2014-10-02 19:03:26 Estimation theory Normal distribution Central limit theorem Metropolis–Hastings algorithm Markov chain Estimator Variance Wiener process Principal component analysis Statistics Statistical inference Data analysis
68	Coverage Optimized Active Learning for k-NN Classifiers Add to Reading List Source URL: www.merl.com Language: English - Date: 2012-10-23 14:04:06 Search algorithms Statistical classification Dimension reduction Approximation algorithms Submodular set function Support vector machine K-nearest neighbor algorithm Greedy algorithm Margin classifier Mathematics Statistics Machine learning
69	Alternating minimal energy methods for linear systems in higher dimensions Dmitry Savostyanov When high-dimensional problems are concerned, not much algorithms can break the curse of dimensionality, and solve them effici Add to Reading List Source URL: www.exqm.de Language: English - Date: 2014-05-14 11:50:04 Statistical mechanics Theoretical physics Density matrix renormalization group Tensors Numerical linear algebra Vector space Generalized minimal residual method Matrix Algebra Mathematics Linear algebra
70	Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Department of Computer Science University of Toronto Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-03-25 03:56:45 Markov models Computational statistics Statistical theory Variational Bayesian methods Hyperparameter Bayesian inference Markov chain Monte Carlo Surrogate model Estimation theory Statistics Bayesian statistics Statistical inference