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F-divergence
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31	A FAMILY OF DISCRIMINATIVE TRAINING CRITERIA BASED ON THE F-DIVERGENCE FOR DEEP NEURAL NETWORKS Markus Nussbaum-Thom1,2 , Xiaodong Cui1 , Ralf Schl¨uter2 , Vaibhava Goel1 , Hermann Ney2,3 1 2 Add to Reading List Source URL: www-i6.informatik.rwth-aachen.de Language: English Mathematical analysis Statistical theory Randomness Kullback–Leibler divergence Thermodynamics Divergence Mutual information Entropy Cross entropy Statistics Information theory Mathematics
32	Journal of Machine Learning Research[removed]773 Submitted 4/08; Revised 11/11; Published 3/12 A Kernel Two-Sample Test Arthur Gretton∗ Add to Reading List Source URL: www.stat.cmu.edu Language: English - Date: 2014-09-26 13:39:43 Normal distribution Kolmogorov–Smirnov test V-statistic Variance Statistical hypothesis testing F-distribution Fourier transform Kullback–Leibler divergence Cumulative distribution function Statistics Statistical inference Fourier analysis
33	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 56, NO. 11, NOVEMBER[removed]Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2010-11-03 13:13:21 Statistical inference Kullback–Leibler divergence Estimator Normal distribution Consistent estimator M-estimator Divergence F-divergence Bregman divergence Statistics Estimation theory Statistical theory
34	The Annals of Statistics 2009, Vol. 37, No. 2, 876–904 DOI: [removed]AOS595 © Institute of Mathematical Statistics, 2009 ON SURROGATE LOSS FUNCTIONS AND f -DIVERGENCES1 Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2009-03-18 03:57:45 Divergence Function Distribution Kullback–Leibler divergence Μ operator Spectral theory of ordinary differential equations Mathematical analysis Mathematics Statistics
35	The asymptotic minimax risk for the estimation of constrained binomial and multinomial probabilities Dietrich Braess Ruhr-Universit¨at Bochum Fakult¨at f¨ ur Mathematik Add to Reading List Source URL: homepage.rub.de Language: English - Date: 2004-07-22 07:34:56 Decision theory Bayes estimator Loss function Minimax estimator Bias of an estimator Kullback–Leibler divergence Minimax Estimator Hájek–Le Cam convolution theorem Statistics Estimation theory Statistical theory
36	BAYESIAN STATISTICS 9 J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith and M. West (Eds.) c Oxford University Press, 2010 Add to Reading List Source URL: errorstatistics.files.wordpress.com Language: English - Date: 2014-01-15 23:27:08 Loss function Bayes estimator Consistent estimator Kullback–Leibler divergence Likelihood function Sufficient statistic Maximum likelihood Statistics Statistical theory Estimation theory
37	A Variational Perspective on Noise-Robust Speech Recognition R. C. van Dalen, M. J. F. Gales Department of Engineering, Cambridge University Cambridge, UK {rcv25,mjfg}@eng.cam.ac.uk Add to Reading List Source URL: mi.eng.cam.ac.uk Language: English - Date: 2012-01-19 12:35:56 Statistical models Kullback–Leibler divergence Thermodynamics Maximum likelihood Normal distribution Hidden Markov model Mixture model Divergence Expectation–maximization algorithm Statistics Statistical theory Estimation theory
38	Transforming Features to Compensate Speech Recogniser Models for Noise R. C. van Dalen, F. Flego, M. J. F. Gales Cambridge University Engineering Department, United Kingdom {rcv25,ff257,mfjg}@eng.cam.ac.uk Abstract Add to Reading List Source URL: mi.eng.cam.ac.uk Language: English - Date: 2013-03-25 11:19:13 Kullback–Leibler divergence Statistical theory Thermodynamics Estimation theory Speech enhancement Speech recognition Cross entropy Mixture model Linear regression Statistics Signal processing Fourier analysis
39	Asymptotically Exact Noise-Corrupted Speech Likelihoods R. C. van Dalen, M. J. F. Gales Cambridge University Engineering Department, UK [removed], [removed] Abstract Add to Reading List Source URL: mi.eng.cam.ac.uk Language: English - Date: 2013-03-25 11:19:13 Kullback–Leibler divergence Estimation theory Cross entropy Multivariate normal distribution Entropy Dirac delta function Maximum likelihood Additive white Gaussian noise Statistics Mathematical analysis Statistical theory
40	A Variational Perspective on Noise-Robust Speech Recognition R. C. van Dalen, M. J. F. Gales Department of Engineering, Cambridge University Cambridge, UK {rcv25,mjfg}@eng.cam.ac.uk Add to Reading List Source URL: mi.eng.cam.ac.uk Language: English - Date: 2013-03-25 11:19:16 Statistical models Kullback–Leibler divergence Thermodynamics Maximum likelihood Normal distribution Hidden Markov model Mixture model Divergence Expectation–maximization algorithm Statistics Statistical theory Estimation theory

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