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Loss function
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#	Item
211	IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. XX, NO. X, XXXX 1 Cross-Domain Matching with Squared-Loss Mutual Information Add to Reading List Source URL: labs.yahoo.com Language: English - Date: 2015-04-07 21:04:20 Time series analysis Valuation Statistics Mutual information Gaussian function Mathematics Dynamic programming Dynamic time warping
212	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
213	Journal of Machine Learning Research[removed] Submitted 4/00; Published[removed]Bipartite ranking: risk, optimality, and equivalences Aditya Krishna Menon Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-07-07 18:19:37 Statistical theory Estimation theory Bayesian inference Econometrics Bayes estimator Loss function Supervised learning Dirac delta function Symbol Mathematical analysis Statistics Decision theory
214	Robert Williamson Digitally signed by Robert Williamson DN: cn=Robert Williamson, o=NICTA, ou, email=Bob.Williamson@nicta. Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2009-08-08 03:02:47 Knowledge Computational learning theory Concept learning Supervised learning Statistical inference Bayesian probability Loss function Statistical classification Data mining Machine learning Statistics Science
215	Notes 09 Statistical Machine Learning Probabilistic Learning Instructor: Justin Domke Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:35:35 Maximum likelihood Fisher information Normal distribution Likelihood function Bias of an estimator Multivariate normal distribution Loss function Kullback–Leibler divergence Statistics Estimation theory Statistical theory
216	Le Cam meets LeCun: Deficiency and Generic Feature Learning Brendan van Rooyen Robert C. Williamson BRENDAN . VANROOYEN @ ANU . EDU . AU BOB . WILLIAMSON @ ANU . EDU . AU Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2014-03-18 00:04:09 Econometrics Loss function Sufficient statistic Trigonometry Complex analysis Polar coordinate system Symbol Statistics Statistical theory Decision theory
217	Algorithms for Direct 0–1 Loss Optimization in Binary Classification Tan T. Nguyen QUT, Brisbane, QLD 4001, Australia [removed] Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2013-05-22 03:40:35 Mathematics Operations research Support vector machines Convex optimization Mathematical optimization Perceptron Loss function Linear programming Optimization problem Statistics Statistical classification Mathematical sciences
218	The Importance of Convexity in Learning with Squared Loss Wee Sun Lee Peter L. Bartletty Robert C. Williamsonz Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 04:23:48 Convex function Probably approximately correct learning Machine learning Mathematical optimization Convex analysis Mathematical analysis
219	Journal of Machine Learning Research[removed]746 Submitted 11/07; Revised 7/08; Published 3/09 Nieme: Large-Scale Energy-Based Models Francis Maes Add to Reading List Source URL: www.jmlr.org Language: English - Date: 2009-03-26 17:45:20 Econometrics Perceptron Backpropagation Support vector machine Supervised learning Stochastic gradient descent Loss function Regression analysis Multilayer perceptron Statistics Machine learning Neural networks
220	Composite Binary Losses arXiv:0912.3301v1 [stat.ML] 17 Dec 2009 Mark D. Reid Australian National University and NICTA Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2010-01-13 22:55:12 Bayes estimator Bayesian inference Loss function Statistics Econometrics Estimation theory

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