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Bayesian inference
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31	S TATC MSC 35425: T OPICS IN S TATISTICAL M ACHINE L EARNING Syllabus, Spring 2016 Topics in Statistical Machine Learning is a second course in machine learning, with students assumed to have previous exposure t Add to Reading List Source URL: galton.uchicago.edu Language: English - Date: 2016-04-13 06:56:12 Statistics Machine learning Artificial intelligence Learning Statistical models Language modeling Word embedding Pattern recognition Bayesian inference Mixture model Artificial neural network Higher-order singular value decomposition
32	Mission Energy Prediction for Unmanned Ground Vehicles Using Realtime Measurements and Prior Knowledge Add to Reading List Source URL: robotics.umich.edu Language: English - Date: 2016-08-04 12:43:38 Statistics Statistical theory Estimation theory Bayesian statistics Statistical inference Unmanned ground vehicle Prediction Regression analysis Prognostics Confidence interval Normal distribution Recursive least squares filter
33	Rounding Guarantees for Message-Passing MAP Inference with Logical Dependencies Stephen H. Bach Computer Science Dept. University of Maryland Add to Reading List Source URL: stephenbach.net Language: English - Date: 2014-12-17 17:02:10 Graphical models Mathematical analysis Mathematics Probability Mathematical optimization Operations research Linear programming Probability theory Markov random field Linear programming relaxation Relaxation Bayesian network
34	Seven Deadly Sins of Contemporary Quantitative Political Analysis Philip A. Schrodt Political Science Pennsylvania State University Add to Reading List Source URL: eventdata.parusanalytics.com Language: English - Date: 2014-09-12 09:47:13 Statistical inference Statistics Statistical theory Knowledge Frequentist probability Statistical hypothesis testing Frequentist inference Bayesian Prediction P-value
35	Inferring OD-Pairs and Utility-Based Travel Preferences of Shared Mobility System Users in a Multi-Modal Environment Anshuman Anjani Kumar1 , Jee Eun Kang1 , Changhyun Kwon2 , and Alexander Nikolaev1 1 Department Add to Reading List Source URL: www.chkwon.net Language: English - Date: 2016-08-04 11:55:32 Statistics Statistical models Transportation planning Estimation theory Mode choice Traveler Logit Bayesian inference Expectationmaximization algorithm Bayesian network Mode Random sample consensus
36	Behav Res:679–690 DOIs13428A tutorial on a practical Bayesian alternative to null-hypothesis significance testing Michael E. J. Masson Add to Reading List Source URL: web.uvic.ca Language: English - Date: 2011-09-20 23:23:23 Statistics Statistical inference Hypothesis testing Design of experiments Statistical tests Psychometrics Statistical theory Statistical hypothesis testing Bayes factor Null hypothesis P-value Bayesian inference
37	Bayesian Reinforcement Learning for Coalition Formation under Uncertainty Georgios Chalkiadakis Dept. of Computer Science, Univ. of Toronto Toronto, ON, M5S 3G4, Canada Abstract Add to Reading List Source URL: www.intelligence.tuc.gr Language: English - Date: 2008-07-19 11:36:16 Game theory Decision theory Gaming Cooperative game theory Core Coalition Shapley value Bayesian probability Transferable utility Bayesian inference Nash equilibrium Prior probability
38	Deterministic Anytime Inference for Stochastic Continuous-Time Markov Processes E. Busra Celikkaya University of California, Riverside CELIKKAE @ CS . UCR . EDU Add to Reading List Source URL: rlair.cs.ucr.edu Language: English - Date: 2015-05-14 15:50:46 Graphical models Statistics Applied mathematics Mathematics Estimation theory Bayesian network Networks Gibbs sampling Belief propagation Expectationmaximization algorithm Computation tree
39	Online Data Fusion Xuan Liu Xin Luna Dong National University of Singapore Add to Reading List Source URL: www.comp.nus.edu.sg Language: English - Date: 2011-06-18 00:18:50 Statistics Statistical inference Statistical theory Logic Statistical hypothesis testing Sampling Bayesian inference
40	Variational Bayesian Learning of Cooperative Vector Quantizer Model - The Theory Add to Reading List Source URL: people.cs.pitt.edu Language: English - Date: 2003-05-06 15:46:12 Statistics Statistical models Bayesian network Latent variable Variational Bayesian methods Independent component analysis Expectationmaximization algorithm Generative model Principal component analysis Bayesian inference Normal distribution Mixture model

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