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C. marina
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#	Item
61	STAT 538 Homework 4 Out February 10, 2015 Due February 17 ,2015 c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-02-16 20:12:32 Operations research Graphical models Regression analysis Function Linear programming Belief propagation Variable Random variable FO Mathematics Elementary mathematics Probability theory
62	STAT 538 Homework 1 Out January 14, 2015 Due January 20, 2015 c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-01-15 01:06:00 Mutual information Entropy Normal distribution Kullback–Leibler divergence Multivariate normal distribution Markov chain Conditional independence Independence Conditional mutual information Statistics Information theory Probability and statistics
63	STAT 538 Homework 5 Out February 19, 2015 Due February 26, 2015 c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-02-19 22:49:00 Mathematics Principle of maximum entropy Entropy Statistical theory Statistics Probability and statistics
64	STAT 535 Lecture 4 Graphical representations of conditional independence Part I Markov Random Fields c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-01-27 13:05:09 Bayesian statistics Statistical models Graph operations Markov random field Clique Factor graph Bayesian network Tree decomposition Tree Graph theory Graphical models Networks
65	STAT 538 Homework 6 Out February 26, 2015 Due Tuesday, March 5, 2015 c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-03-01 17:22:29 Statistical classification Operations research Machine learning Convex optimization Support vector machines Stochastic gradient descent Mathematical optimization Interior point method Duality Algebra Mathematics Statistics
66	STAT 538 Lecture 7 Convex optimization problems c Marina Meil˘a [removed] Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-02-17 17:54:22 Convex optimization Linear programming Duality Graph partition Eigenvalues and eigenvectors Mathematics Algebra Mathematical optimization
67	STAT 538 Lecture 8 Maximum Entropy Models c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-02-17 20:52:05 Bayesian statistics Kullback–Leibler divergence Thermodynamics Normal distribution Principle of maximum entropy Convex optimization Expectation–maximization algorithm Entropy Maximum entropy probability distribution Statistics Probability and statistics Statistical theory
68	STAT 538 Homework 2 Out January 22, 2015 Due January 29, 2015 c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-01-27 22:24:16 Econometrics Design of experiments Fisher information Information theory Dimensional analysis Poisson regression Parametric model Symbol Statistics Estimation theory Measurement
69	STAT 538 Lecture 3 Exponential Family Models c Marina Meil˘a [removed] Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-01-13 23:03:57 Maximum likelihood Parametric model Conjugate prior Exponential family Sufficient statistic Likelihood function Entailment Fisher information Completeness Statistics Statistical theory Estimation theory
70	STAT 535 Lecture 6 Inference in Graphical models: Sum-Product Algorithm c Marina Meil˘a [removed] Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-02-05 19:48:58 Clique Graphical model NP-complete problems Tree decomposition Belief propagation Path decomposition Clique problem Graph theory Graph operations Chordal graph