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Statistical learning theory
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#	Item
311	Scalable learning through linearithmic time kernel approximation techniques Johan von Tangen Sivertsen March 24, 2014 Abstract Add to Reading List Source URL: www.itu.dk Language: English - Date: 2014-03-28 07:27:25 Linear algebra Statistical classification Abstract algebra Operator theory Functional analysis Kernel trick Kernel Gaussian function Linear classifier Algebra Mathematics Machine learning
312	A Course in Machine Learning Hal Daumé III Copyright © 2014 Hal Daumé III Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:29 Statistics Supervised learning Overfitting Recommender system Inductive bias Computational learning theory Algorithm Statistical classification Perceptron Machine learning Learning Artificial intelligence
313	International Journal of Neural Systems c World Scientific Publishing Company EVOLUTIONARY OPTIMIZATION OF SEQUENCE KERNELS FOR DETECTION OF BACTERIAL GENE STARTS Add to Reading List Source URL: image.diku.dk Language: English - Date: 2011-08-26 07:00:39 Statistical classification Operator theory Hilbert space Support vector machine CMA-ES Kernel methods Kernel Markov chain Gaussian function Statistics Machine learning Mathematics
314	A Course in Machine Learning Hal Daumé III 7 \| P ROBABILISTIC M ODELING Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:29 Bayesian statistics Statistical classification Maximum likelihood Naive Bayes classifier Likelihood function Likelihood-ratio test Kullback–Leibler divergence Fisher information Statistics Statistical theory Estimation theory
315	LETTER Communicated by Michael Lewicki Soft Mixer Assignment in a Hierarchical Generative Model of Natural Scene Statistics Add to Reading List Source URL: www.gatsby.ucl.ac.uk Language: English - Date: 2006-10-05 18:40:25 Probability Statistical models Machine learning Estimation theory Normal distribution Generative model Expectation–maximization algorithm Filter Mixture model Statistics Probability and statistics Filter theory
316	Faculty of Science STAT810 E1: Statistical Theory Unit Outline Year and Semester: 2012 E1 Add to Reading List Source URL: stat.mq.edu.au Language: English - Date: 2014-11-05 17:22:29 Distance education E-learning Statistics Probability Homework Education Information Learning
317	Multi-Task Bayesian Optimization Kevin Swersky Department of Computer Science University of Toronto Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-11-25 16:20:14 Machine learning Estimation theory Mathematical optimization Operations research Hyperparameter Global optimization Cross-validation Bayesian inference Likelihood function Statistics Bayesian statistics Statistical theory
318	MACQUARIE UNIVERSITY STATISTICS DEPARTMENT SEMINAR Speaker: A/Prof Xinyuan Song, Department of Statistics, Chinese University of Hong Kong Date: Tuesday 28 April 2015, Time 2pm Venue: E4A523 Title: Statistics analysis of Add to Reading List Source URL: stat.mq.edu.au Language: English - Date: 2015-04-19 22:05:02 Bioinformatics Hidden Markov model Expectation–maximization algorithm Latent variable Estimation theory Book:Machine Learning - The Complete Guide Statistics Statistical models Markov models
319	S TRUCTURE L EARNING IN BN S OF M ODERATE S IZE BY E FFICIENT S AMPLING Structure Learning in Bayesian Networks of Moderate Size by Efficient Sampling (Supplementary Material) Ru He Add to Reading List Source URL: www.cs.iastate.edu Language: English - Date: 2014-11-28 10:58:54 Estimation theory Signal processing Statistical inference
320	JMLR: Workshop and Conference ProceedingsWorkshop on Machine Learning for Social Computing Dynamic NMFs with Temporal Regularization for Online Analysis of Streaming Text Add to Reading List Source URL: people.cs.uchicago.edu Language: English - Date: 2011-06-02 14:30:57 Linear algebra Matrix theory Operations research Numerical linear algebra Topic model Dynamic topic model Latent Dirichlet allocation Mathematical optimization Non-negative matrix factorization Algebra Mathematics Statistical natural language processing

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