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#	Item
211	bartMachine: Machine Learning with Bayesian Additive Regression Trees Adam Kapelner Justin Bleich Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-09-05 16:15:52 Decision trees Regression analysis Model selection Linear regression Random forest Gibbs sampling Decision tree learning Cross-validation Statistics Machine learning Econometrics
212	Patterns of Influence in a Recommendation Network Jure Leskovec1, Ajit Singh1 , and Jon Kleinberg2 1 2 Add to Reading List Source URL: www.cs.cornell.edu Language: English - Date: 2006-01-09 22:37:58 Degree distribution Neighbourhood Cascades Tree Random graph Graph theory Mathematics Graph
213	X How to Schedule a Cascade in an Arbitrary Graph Flavio Chierichetti, Cornell University Jon Kleinberg, Cornell University Alessandro Panconesi, Sapienza University Add to Reading List Source URL: www.cs.cornell.edu Language: English - Date: 2012-03-30 08:07:48 Network theory Graph Random graphs Tree decomposition Path decomposition Graph theory Mathematics Networks
214	3136 IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 52, NO. 11, NOVEMBER 2004 Embedded Trees: Estimation of Gaussian Processes on Graphs with Cycles Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2004-11-30 21:27:12 Probability theory Belief propagation Coding theory Markov models Markov random field Planar graph Matrix Tree decomposition Kalman filter Graph theory Mathematics Graphical models
215	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 51, NO. 7, JULY[removed]A New Class of Upper Bounds on the Log Partition Function Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2005-08-15 12:26:48 Spanning tree Graphical models Probability theory Minimum spanning tree NP-complete problems Belief propagation Tree decomposition Connectivity Markov random field Graph theory Mathematics Theoretical computer science
216	The Annals of Statistics 2013, Vol. 41, No. 6, 3022–3049 DOI: [removed]AOS1162 © Institute of Mathematical Statistics, 2013 STRUCTURE ESTIMATION FOR DISCRETE GRAPHICAL Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2014-01-07 18:49:57 Covariance and correlation Probability theory Graph operations Markov random field Clique Tree decomposition Graph Matrix Covariance matrix Graph theory Mathematics Graphical models
217	Motion Planning For Steerable Needles in 3D Environments with Obstacles Using Rapidly-Exploring Random Trees and Backchaining Jijie Xu1 , Vincent Duindam2, Ron Alterovitz1,3 , and Ken Goldberg1,2 1. Department of IEOR, U Add to Reading List Source URL: ieor.berkeley.edu Language: English - Date: 2008-07-03 19:37:35 Classical mechanics Differential topology Robot control Topology Search algorithms Rapidly-exploring random tree Motion planning Nonholonomic system Boyer–Moore string search algorithm Mathematics Physics Algebraic topology
218	Planning Locally Optimal, Curvature-Constrained Trajectories in 3D using Sequential Convex Optimization Yan Duan, Sachin Patil, John Schulman, Ken Goldberg, Pieter Abbeel Abstract— 3D curvature-constrained motion plann Add to Reading List Source URL: ieor.berkeley.edu Language: English - Date: 2014-02-16 20:56:08 Applied mathematics Trajectory optimization Motion planning Collision detection Rapidly-exploring random tree Kinematics Convex optimization Curvature Quadratic programming Mathematical optimization Mathematical analysis Physics
219	Estimating Tree-Structured Covariance Matrices via Mixed-Integer Programming H´ ector Corrada Bravo Department of Biostatistics Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2009-04-18 18:16:21 Data analysis Multivariate statistics Algebra of random variables Covariance Estimation of covariance matrices Wishart distribution Matrix Symmetric matrix Variance Statistics Matrices Covariance and correlation
220	Estimating Tree-Structured Covariance Matrices via Mixed-Integer Programming H´ ector Corrada Bravo Department of Biostatistics Add to Reading List Source URL: www.cbcb.umd.edu Language: English - Date: 2009-04-14 00:14:30 Data analysis Multivariate statistics Algebra of random variables Covariance Estimation of covariance matrices Wishart distribution Matrix Symmetric matrix Variance Statistics Matrices Covariance and correlation

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