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Statistical learning theory
Results: 800

#	Item
241	Kernel Extrapolation S.V.N. Vishwanathan a Karsten M. Borgwardt b,∗ Omri Guttman a Alex Smola a a Statistical Machine Learning Program, National ICT Australia, Add to Reading List Source URL: www.stat.purdue.edu Language: English - Date: 2008-09-11 13:00:23 Operator theory Matrix theory Hilbert space Abstract algebra Singular value decomposition Positive-definite kernel Projection Matrix Eigenvalues and eigenvectors Algebra Mathematics Linear algebra
242	View Learning for Statistical Relational Learning: With an Application to Mammography Jesse Davis, Elizabeth Burnside, Inˆes Dutra, David Page, Raghu Ramakrishnan, V´ıtor Santos Costa, Jude Shavlik University of Wisco Add to Reading List Source URL: pages.cs.wisc.edu Language: English - Date: 2005-06-28 13:28:34 Database theory Statistical models Database management systems Machine learning Statistical relational learning Relational model Bayesian probability Naive Bayes classifier Mammography Statistics Bayesian statistics Data management
243	Learning from Streams Sanjay Jain?1 , Frank Stephan??2 and Nan Ye3 1 Department of Computer Science, National University of Singapore, Singapore, Republic of Singapore. Add to Reading List Source URL: www.comp.nus.edu.sg Language: English - Date: 2013-03-09 06:29:28 Statistical inference Model theory Logic Science Inductive inference Inductive reasoning Inference
244	An Online Learning-based Framework for Tracking Kamalika Chaudhuri Yoav Freund Daniel Hsu Computer Science and Engineering Computer Science and Engineering Computer Science and Engineering Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2011-01-01 02:41:47 Markov models Linear filters Decision theory Econometrics Loss function Statistical theory Kalman filter Algorithm Statistical classification Statistics Machine learning Applied mathematics
245	CS 224D: Deep Learning for NLP1 1 Lecture Notes: Part I2 Add to Reading List Source URL: cs224d.stanford.edu Language: English - Date: 2015-05-02 14:21:27 Abstract algebra Vector calculus Statistical theory Matrix theory Vector space Maximum likelihood Euclidean vector Matrix Naive Bayes classifier Algebra Mathematics Linear algebra
246	Infer.NET 101 A sample-based introduction to the basics of Microsoft Infer.NET programming Version 1.1 – SeptemberAbstract Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2014-10-27 09:26:54 Statistical theory Statistical inference Machine learning Normal distribution Probability distribution Mixture model Bayesian inference Conjugate prior Prior probability Statistics Probability and statistics Bayesian statistics
247	Complements to ‘Pattern Recognition and Neural Networks’ by B.D. Ripley Cambridge University Press, 1996, ISBN Add to Reading List Source URL: www.stats.ox.ac.uk Language: English - Date: 1997-04-20 05:18:14 Ensemble learning Learning Neural networks Perceptron Computational learning theory Boosting Generalization error Bootstrap aggregating Statistical classification Machine learning Artificial intelligence Computational statistics
248	Learning near-optimal search in a minimal explore/exploit task Ke Sang (), Peter M. Todd (pmtodd), Robert L. Goldstone (rgoldsto) Cognitive Science Program and Department of Psychological and Brain Scie Add to Reading List Source URL: cognitrn.psych.indiana.edu Language: English - Date: 2013-11-19 12:04:28 Decision theory Secretary problem Statistical hypothesis testing Statistics Psychometrics Design of experiments
249	Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion Nguyen Viet Cuong Wee Sun Lee Nan Ye Department of Computer Science Add to Reading List Source URL: www.comp.nus.edu.sg Language: English - Date: 2014-05-28 05:12:50 Information theory Cybernetics Statistical inference Gibbs sampling Entropy Estimation theory Sequence labeling Statistics Machine learning Statistical theory
250	Near-optimal Adaptive Pool-based Active Learning with General Loss Nguyen Viet Cuong Department of Computer Science National University of Singapore Add to Reading List Source URL: www.comp.nus.edu.sg Language: English - Date: 2014-08-21 11:01:30 Statistical theory Entropy Pointwise Integral Matroid Mathematics Submodular set function Information theory

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