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Results: 762

#	Item
451	On Efficient Agnostic Learning of Linear Combinations of Basis Functions Wee Sun Lee Dept. of Systems Engineering, RSISE, Aust. National University, Canberra, ACT 0200, Australia. Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 04:23:34 Probably approximately correct learning Inner product space Polynomial Function Computational complexity theory Machine learning Supervised learning Empirical risk minimization Mathematics Mathematical analysis Computational learning theory
452	IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 100, NO. 10, OCTOBER[removed]Online Learning with Kernels Jyrki Kivinen, Alexander J. Smola, and Robert C. Williamson, Member, IEEE Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2003-06-29 20:29:01 Algebra Representation theory of Lie algebras Weight Spectral theory Ordinary differential equations Spectral theory of ordinary differential equations Abstract algebra Representation theory of Lie groups Mathematical analysis
453	Threshold E ects in Multiharmonic Maximum Likelihood Frequency Estimation 1 Robert C. Williamson 2 Ben James3 Brian D. O. Anderson 2 Peter J. Kootsookos4 Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 04:12:49 Signal processing Statistical theory Measurement Estimator Maximum likelihood Outlier Signal-to-noise ratio Noise Frequency Statistics Estimation theory Statistical inference
454	Journal of Machine Learning Research ? (2014) ??-?? Submitted 08/14; Published ??/?? Generalized Conditional Gradient for Sparse Estimation Yaoliang Yu Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-09-22 09:05:52 Operations research Numerical linear algebra Convex function Frank–Wolfe algorithm Lipschitz continuity Linear programming Sparse approximation Norm Derivative Mathematical analysis Mathematics Mathematical optimization
455	Microsoft PowerPoint - FOMDP_Tutorial_Web.ppt Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2009-01-15 21:26:25 Fluent STRIPS Technology Automated planning and scheduling Planning Domain Definition Language Truck
456	Generic Methods for Optimization-Based Modeling Justin Domke Rochester Institute of Technology Abstract Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-05-24 15:13:47 Image processing Spatial data analysis Mathematical optimization Coordinate descent Limited-memory BFGS BFGS method Gradient descent Conditional random field Conjugate gradient method Numerical analysis Machine learning Image denoising
457	Convex Deep Learning via Normalized Kernels ¨ Ozlem Aslan Dept of Computing Science University of Alberta, Canada Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-10-31 19:56:07 Convex analysis Functional analysis Linear algebra Numerical linear algebra Convex optimization Mathematical optimization Convex function Singular value decomposition Distribution Mathematical analysis Algebra Mathematics
458	Microsoft PowerPoint - Graphical_Models.ppt Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2010-09-28 10:29:13 Probability and statistics Graphical models Probability distribution Bayesian network Joint probability distribution Expected value Random variable Graphical models for protein structure Conditional probability distribution Probability theory Statistics Probability
459	1244 IEEE TRANSACTIONS ON MULTIMEDIA, VOL. 15, NO. 6, OCTOBER 2013 Tracking Large-Scale Video Remix in Real-World Events Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-11-24 19:05:04 Information Cultural anthropology Science Futurology Meme Philosophy of mind Spiral Dynamics Hashtag Memetics Cognition Collective intelligence Internet memes
460	SOME RESULTS IN STATISTICAL LEARNING THEORY WITH RELEVANCE TO NONLINEAR SYSTEM IDENTIFICATION Robert C. Williamson Department of Engineering, Australian National University, Canberra, Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-27 00:08:49 Dimension Statistical classification VC dimension Glivenko–Cantelli theorem Function Regression analysis Linear regression Statistics Econometrics Computational learning theory

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