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141	Spanning Tree Approximations for Conditional Random Fields Patrick Pletscher Department of Computer Science ETH Zurich, Switzerland [removed] Add to Reading List Source URL: www.ong-home.my Language: English - Date: 2013-12-12 02:50:01 Graphical models Probability and statistics Statistical theory Bayesian statistics M-estimators Maximum likelihood Conditional random field Belief propagation Likelihood function Statistics Estimation theory Mathematics
142	FAQ ® ►Q1. What is MARS? Multivariate Adaptive Regression Splines was developed in the early 1990s by world-renowned Stanford physicist and statistician Jerome Add to Reading List Source URL: media.salford-systems.com Language: English - Date: 2013-07-26 03:41:01 Decision trees Statistical models Econometrics Decision tree learning Multivariate adaptive regression splines Predictive Model Markup Language Random forest Data mining Logistic regression Statistics Regression analysis Machine learning
143	Journal of Machine Learning Research[removed]2173 Submitted 2/10; Revised 8/10; Published 8/10 libDAI: A Free and Open Source C++ Library for Discrete Approximate Inference in Graphical Models Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2010-08-23 18:11:12 Mathematics Belief propagation Factor graph Bayesian network Markov random field Conditional random field Gibbs sampling Expectation–maximization algorithm Tree decomposition Graphical models Graph theory Statistics
144	498 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 47, NO. 2, FEBRUARY 2001 Factor Graphs and the Sum-Product Algorithm Frank R. Kschischang, Senior Member, IEEE, Brendan J. Frey, Member, IEEE, and Add to Reading List Source URL: cba.mit.edu Language: English - Date: 2011-12-13 18:50:13 Factor graph Belief propagation Tree decomposition Directed acyclic graph Bayesian network Markov random field Graph coloring Path decomposition Graph theory Mathematics Graphical models
145	VOLUME 76, NUMBER 20 PHYSICAL REVIEW LETTERS 13 MAY 1996 Add to Reading List Source URL: www.barabasilab.com Language: English - Date: 2008-04-11 15:50:32 Spanning tree Graph Minimum spanning tree Random graph Path Percolation theory Graph theory Mathematics Theoretical computer science
146	Steven N. Evans Probability and Real Trees Ecole d’Et´e de Probabilit´es de Saint-Flour XXXV–2005 Editor: J. Picard Add to Reading List Source URL: statistics.berkeley.edu Language: English - Date: 2014-03-15 03:15:37 Metric geometry Gromov–Hausdorff convergence Compact space Random walk Markov chain Real tree Grafting Hausdorff distance Metric space Geometry Topology Space
147	These products contain microbeads Random sample October 2014 For updates check: www.beatthemicrobead.org Initiated by Plastic Soup Foundation and North Sea Foundation (the Netherlands) Add to Reading List Source URL: www.beatthemicrobead.org Language: English - Date: 2014-10-16 06:32:53 Health Cleanser Tree Hut Olay Bliss Exfoliation Sulfacetamide/sulfur Facial Acne vulgaris Skin care Medicine Anatomy
148	Index Compression is Good, Especially for Random Access Stefan Buttcher ¨ and Charles L. A. Clarke David R. Cheriton School of Computer Science Add to Reading List Source URL: stefan.buettcher.org Language: English - Date: 2007-08-04 13:52:39 Computing Central processing unit Virtual memory Cache CPU cache Translation lookaside buffer B-tree Trie B+ tree Computer memory Computer hardware Information science
149	Evolution of Regression IV: From OLS to GPS™, MARS®, CART®, TreeNet® and RandomForests® March 2013 Dan Steinberg Add to Reading List Source URL: media.salford-systems.com Language: English - Date: 2013-04-13 01:04:51 Econometrics Ensemble learning Machine learning Linear regression Random forest Nonlinear regression Decision tree learning Gradient boosting Statistics Regression analysis Decision trees
150	Concise Integer Linear Programming Formulations for Dependency Parsing ∗ Andr´e F. T. Martins∗† Noah A. Smith∗ Eric P. Xing∗ School of Computer Science, Carnegie Mellon University, Pittsburgh, PA 15213, USA Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-05-19 09:57:02 Compiler construction Formal languages LL parser Dependency grammar Linear programming Parse tree Conditional random field Combinatory logic Directed graph Mathematics Graph theory Theoretical computer science