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#	Item
431	Kernel Measures of Independence for non-iid Data∗ Le Song† School of Computer Science Carnegie Mellon University, Pittsburgh, USA [removed] Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2009-06-21 14:46:49 Multivariate statistics Statistical dependence Estimation theory Expectation–maximization algorithm Missing data Covariance Mutual information Convolution Principal component analysis Statistics Mathematical analysis Covariance and correlation
432	ICAPS 2014 Tutorial Decision Diagrams in Automated Planning and Scheduling Scott Sanner Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-08-23 20:23:47 GEC Mathematics Theoretical computer science PROPT X2 Boolean algebra Numerical software
433	Microsoft PowerPoint - ATP.ppt Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2010-09-28 21:48:06 Automated theorem proving Logical consequence Proof theory Philosophical logic First-order logic Resolution Propositional calculus Axiom Inference Logic Mathematical logic Mathematics
434	£ Add to Reading List Source URL: users.cecs.anu.edu.au Language: Vietnamese - Date: 2005-03-22 05:34:29
435	JMLR: Workshop and Conference Proceedings vol[removed]–20 Divergences and Risks for Multiclass Experiments Dar´ıo Garc´ıa-Garc´ıa [removed] Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-05-28 00:19:01 Mathematics Kullback–Leibler divergence Statistical theory Thermodynamics Divergence Distribution Statistics Mathematical analysis Generalized functions
436	Notes 2 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 14:35:33 Model selection Neural networks Lists by country Perceptron Hindu population in England & Wales Statistics Cross-validation Machine learning
437	From Margin To Sparsity Thore Graepel, Ralf Herbrich Computer Science Department Technical University of Berlin Berlin, Germany Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 07:18:31 Support vector machine Neural networks Statistical classification Perceptron
438	Journal of Machine Learning Research[removed] Submitted 07/03; Published ??/0? Logic, Trees and Kernels Adam Kowalczyk Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 08:15:12 Hilbert space Boolean algebra Fourier analysis Reproducing kernel Hilbert space Fourier transform Parity function Mathematical analysis Mathematics Abstract algebra
439	Journal of Machine Learning Research ? (2014) n–n + 48 Submitted 7/14; Published ? Composite Multiclass Losses Robert C. Williamson Australian National University & NICTA B OB .W ILLIAMSON @ ANU . EDU . AU Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-07-27 18:31:45 Statistical classification Statistical theory Scoring rule Bayes estimator Support vector machine Loss function Spectral theory of ordinary differential equations Statistics Decision theory Probability and statistics
440	Hyperparameter Learning for Graph Based Semi-supervised Learning Algorithms Xinhua Zhang∗ Statistical Machine Learning Program National ICT Australia, Canberra, Australia and CSL, RSISE, ANU, Canberra, Australia Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2009-06-21 14:46:52 Theoretical computer science Semi-supervised learning Supervised learning Graph Tree Flow network Active learning Graph theory Machine learning Mathematics

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