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#	Item
501	0 Equalization in an Acoustic Reverberant Environment: Robustness Results Biljana D. Radlovic, Robert C. Williamson, and Rodney A. Kennedy1 Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 07:40:22 Electronics Reverberation Echo cancellation Microphone Acoustic resonance Room acoustics Equalization Acoustics Waves Sound
502	Section 14.2 A Hierarchy of Languages Context-Sensitive Languages A context-sensitive grammar has productions of the form xAz → xyz, where A is a nonterminal and x, y, z are strings of grammar symbols with y ≠ Λ. Th Add to Reading List Source URL: web.cecs.pdx.edu Language: English - Date: 2010-12-18 13:22:30 Mathematics Applied mathematics Computability theory Complexity classes Recursively enumerable language Unrestricted grammar Computability Linear bounded automaton Context-sensitive language Formal languages Theoretical computer science Theory of computation
503	Clustering: Science or Art? Ulrike von Luxburg [removed] Max Planck Institute for Intelligent Systems, T¨ ubingen, Germany Robert C. Williamson Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-06-09 18:47:45 Data mining Geostatistics Hierarchical clustering K-means clustering Consensus clustering Unsupervised learning Clustering high-dimensional data Statistics Cluster analysis Machine learning
504	Notes 6 Statistical Machine Learning Basis Expansions Instructor: Justin Domke Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:35:34 Function Polynomial Lambert W function Least squares Perceptron Mathematics Regression analysis Mathematical analysis
505	1 Summary. We investigate the generalisation performance of consistent classifiers, i.e. classifiers that are contained in the so-called version space, both from a theoretical and experimental angle. In contrast to class Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-16 18:28:16 Margin classifier Perceptron Linear classifier Support vector machine VC dimension Classifier Statistics Statistical classification Machine learning
506	230 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 37, Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2015-02-01 19:31:21 Stochastic processes Dirichlet process Concentration parameter Mixture model Topic model Probabilistic latent semantic analysis Pitman–Yor process N-gram Language model Statistics Probability and statistics Statistical natural language processing
507	AN ANALYSIS OF THE EXPONENTIATED GRADIENT DESCENT ALGORITHM Simon I. Hill Robert C. Williamson Telecommunications Engineering, RSISE Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 05:32:38 Mean squared error Least mean squares filter Algorithm Statistics Least squares Estimation theory
508	Notes 7 Statistical Machine Learning Kernel Methods and SVMs Instructor: Justin Domke Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:35:34 Linear algebra Abstract algebra Support vector machine Kernel trick Vector space Constructible universe Algebra Mathematics Statistical classification
509	1 Scalable Mobile Video Retrieval with Sparse Projection Learning and Pseudo Label Mining Guan-Long Wu, Yin-Hsi Kuo, Tzu-Hsuan Chiu, Winston H. Hsu, and Lexing Xie Abstract Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2013-08-18 10:17:33 Semantic similarity Search engine indexing Hash function Principal component analysis Hash table Relevance Trie Video search engine Information science Information retrieval Search algorithms
510	Notes 1 Statistical Machine Learning Overfitting, Model Selection, Cross Validation, Bias-Variance Instructor: Justin Domke Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:35:35 Machine learning Model selection Lists by country Perceptron Hindu population in England & Wales Statistics Neural networks Cross-validation

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