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CECS
Results: 762

#	Item
601	Monte Carlo Tree Search with Bayesian Model Averaging for the Game of Go John Jeong You Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-07-05 23:17:28 Theoretical computer science Milwaukee County Transit System Computer Go Graphical model Transport Mathematics Applied mathematics Bayesian statistics Algorithm Mathematical logic
602	Learning Community-based Preferences via Dirichlet Process Mixtures of Gaussian Processes Ehsan Abbasnejad Scott Sanner ANU & NICTA NICTA & ANU Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2013-04-25 08:14:01 Markov chain Normal distribution Dirichlet process Bayesian inference Marginal likelihood Conjugate prior Statistics Bayesian statistics Mixture model
603	Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 07:22:17
604	On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off Kar Wai Lim Scott Sanner Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-06-06 07:21:43 Rank Relevance FO Q Knowledge Mathematics Science Information retrieval Natural language processing
605	Microsoft PowerPoint - IPPC_2011_Presentation.ppt Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-06-25 19:58:25 DBN Partially observable Markov decision process STRIPS Automated planning and scheduling Artificial intelligence Planning Domain Definition Language
606	Distance Learning Algorithm Comparing in Classification and Retrieval Jiecheng Zhao supervisor: Scott Sanner October 31, 2012 Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-11-14 04:07:19 Statistical classification Data analysis Learning Nonlinear dimensionality reduction K-nearest neighbor algorithm Supervised learning Large margin nearest neighbor Linear classifier Support vector machine Statistics Machine learning Multivariate statistics
607	Notes 5 Statistical Machine Learning Template Methods Instructor: Justin Domke Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:35:36 Search algorithms Cross-validation Model selection K-nearest neighbor algorithm Multivariate statistics Perceptron Supervised learning Statistics Machine learning Statistical classification
608	Notes 3 Statistical Machine Learning Empirical Risk Minimization and Optimization Instructor: Justin Domke Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:35:34 Convex analysis Differential calculus Operations research Multivariable calculus Convex optimization Gradient descent Empirical risk minimization Convex function Gradient Mathematical analysis Mathematical optimization Mathematics
609	POND-Hindsight: Applying Hindsight Optimization to POMDPs Alan Olsen and Daniel Bryce [removed], [removed] Utah State University Logan, UT Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-06-14 15:17:26 Markov processes Stochastic control Artificial intelligence Partially observable Markov decision process Control theory Automated planning and scheduling Game artificial intelligence Hindsight Heuristic function Search algorithms Statistics Dynamic programming
610	ICAPS 2012 Tutorial Decision Diagrams in Discrete and Continuous Planning Scott Sanner Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-06-26 18:48:32 GEC Mathematics Theoretical computer science PROPT X2 Boolean algebra Numerical software

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