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131	Tractable Bayesian Learning of Tree Belief Networks Marina Meil˘a1 Tommi Jaakkola2 Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2013-07-04 22:22:00 Graphical models Statistical models Networks Probability theory Bayesian network Markov random field Prior probability Bayesian inference Normal distribution Statistics Bayesian statistics Probability and statistics
132	Outline Novel Approaches to Nearest Neighbors Random Walks. SEARCH Class. 1 Add to Reading List Source URL: yury.name Language: English - Date: 2007-09-14 19:06:32 Artificial intelligence Discrete geometry Data mining Machine learning Information retrieval Nearest neighbor search Locality-sensitive hashing K-nearest neighbor algorithm R-tree Information science Search algorithms Mathematics
133	Chapter 5 Motion Planning by Lydia E. Kavraki and Steven M. LaValle 5.1 Add to Reading List Source URL: msl.cs.uiuc.edu Language: English - Date: 2008-10-07 16:34:15 Theoretical computer science Graph theory Search algorithms Motion planning Rapidly-exploring random tree Probabilistic roadmap Collision detection Decomposition method Connected component Mathematics Robot control Applied mathematics
134	Random Forests for the Social Sciences Zachary Jones and Fridolin Linder∗ Abstract Machine learning techniques gain in popularity in many disciplines and increased computational power allows for easy implementation of Add to Reading List Source URL: zmjones.com Language: English - Date: 2015-04-12 13:23:45 Decision tree learning Resampling Least squares Ordinary least squares Variance Degrees of freedom Random variable Bootstrapping Errors and residuals in statistics Statistics Regression analysis Random forest
135	IEEE TRANSACTIONS ON ROBOTICS / SHORT PAPER 1 Improving Motion Planning Algorithms by Efficient Nearest-Neighbor Searching Add to Reading List Source URL: msl.cs.uiuc.edu Language: English - Date: 2005-12-05 14:56:45 Artificial intelligence Nearest neighbor search K-d tree K-nearest neighbor algorithm Rapidly-exploring random tree R-tree Cover tree Computational geometry Motion planning Search algorithms Information science Mathematics
136	IEE PROCEEDINGS VISION IMAGE AND SIGNAL PROCESSING, VOL. 144, NO. 3, MONTH[removed]Extracting the Cliques from a Neighbourhood System Add to Reading List Source URL: www.texturesynthesis.com Language: English - Date: 2009-01-20 18:04:58 Artificial intelligence Markov random field Theoretical computer science Clique Tree decomposition Neighbourhood Clique problem Clique percolation method Graph theory Networks Graph operations
137	STAT 538 Homework 3 Out January 29, 2015 Due February 5, 2015 c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-01-30 16:24:45 Probability theory Graph Tree decomposition Connectivity Clique Tree Directed graph Exponential random graph models Belief propagation Graph theory Graphical models Network theory
138	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
139	STAT 535 Lecture 4.3 Decomposable graphical models, triangulation and the Junction Tree c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-02-03 12:54:11 Clique Tree decomposition Graphical model Markov random field Graph Minimum spanning tree Decomposition method Path decomposition Graph theory Graph operations Chordal graph
140	Variational Dual-Tree Framework for Large-Scale Transition Matrix Approximation Saeed Amizadeh Intelligent Systems Program University of Pittsburgh Add to Reading List Source URL: labs.yahoo.com Language: English - Date: 2015-01-06 16:22:48 NP-complete problems Graph partition Random walk Time complexity Gaussian function Theoretical computer science Computational complexity theory Applied mathematics

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