Commits

Zoltán Szabó  committed 50537b3

README.md: encoding changed back to UTF8.

  • Participants
  • Parent commits b2fa7b2

Comments (0)

Files changed (1)

 
 News:
 
-- ITE: presented at [NIPS-2013: MLOSS workshop](http://mloss.org/workshop/nips13/), [PDF](http://www.gatsby.ucl.ac.uk/~szabo/publications/szabo13information.pdf), [PDF (highlight)](http://www.gatsby.ucl.ac.uk/~szabo/publications/szabo13information_highlight.pdf).
+- ITE: presented at [NIPS-2013: MLOSS workshop](http://mloss.org/workshop/nips13/) \[[PDF](http://www.gatsby.ucl.ac.uk/~szabo/publications/szabo13information.pdf), [PDF (highlight)](http://www.gatsby.ucl.ac.uk/~szabo/publications/szabo13information_highlight.pdf)\].
 
 * * *
 
 
 ITE can estimate 
 
-- `entropy (H)`: Shannon entropy, Rényi entropy, Tsallis entropy (Havrda and Charvát entropy), complex entropy, Phi-entropy (f-entropy), Sharma-Mittal entropy,
-- `mutual information (I)`: generalized variance, kernel canonical correlation analysis, kernel generalized variance, Hilbert-Schmidt independence criterion, Shannon mutual information (total correlation, multi-information), L2 mutual information, Rényi mutual information, Tsallis mutual information, copula-based kernel dependency, multivariate version of Hoeffding's Phi, Schweizer-Wolff's sigma and kappa, complex mutual information, Cauchy-Schwartz quadratic mutual information, Euclidean distance based quadratic mutual information, distance covariance, distance correlation, approximate correntropy independence measure, chi-square mutual information (Hilbert-Schmidt norm of the normalized cross-covariance operator, squared-loss mutual information,  mean square contingency), 
-- `divergence (D)`: Kullback-Leibler divergence (relative entropy, I directed divergence), L2 divergence, Rényi divergence, Tsallis divergence, Hellinger distance, Bhattacharyya distance, maximum mean discrepancy (kernel distance), J-distance (symmetrised Kullback-Leibler divergence, J divergence), Cauchy-Schwartz divergence, Euclidean distance based divergence, energy distance (specially the Cramer-Von Mises distance), Jensen-Shannon divergence, Jensen-Rényi divergence, K divergence, L divergence, certain f-divergences (Csiszár-Morimoto divergence, Ali-Silvey distance), non-symmetric Bregman distance (Bregman divergence), Jensen-Tsallis divergence, symmetric Bregman distance, Pearson chi square divergence (chi square distance),
+- `entropy (H)`: Shannon entropy, RĂŠnyi entropy, Tsallis entropy (Havrda and CharvĂĄt entropy), complex entropy, Phi-entropy (f-entropy), Sharma-Mittal entropy,
+- `mutual information (I)`: generalized variance, kernel canonical correlation analysis, kernel generalized variance, Hilbert-Schmidt independence criterion, Shannon mutual information (total correlation, multi-information), L2 mutual information, RĂŠnyi mutual information, Tsallis mutual information, copula-based kernel dependency, multivariate version of Hoeffding's Phi, Schweizer-Wolff's sigma and kappa, complex mutual information, Cauchy-Schwartz quadratic mutual information, Euclidean distance based quadratic mutual information, distance covariance, distance correlation, approximate correntropy independence measure, chi-square mutual information (Hilbert-Schmidt norm of the normalized cross-covariance operator, squared-loss mutual information,  mean square contingency), 
+- `divergence (D)`: Kullback-Leibler divergence (relative entropy, I directed divergence), L2 divergence, RĂŠnyi divergence, Tsallis divergence, Hellinger distance, Bhattacharyya distance, maximum mean discrepancy (kernel distance), J-distance (symmetrised Kullback-Leibler divergence, J divergence), Cauchy-Schwartz divergence, Euclidean distance based divergence, energy distance (specially the Cramer-Von Mises distance), Jensen-Shannon divergence, Jensen-RĂŠnyi divergence, K divergence, L divergence, certain f-divergences (CsiszĂĄr-Morimoto divergence, Ali-Silvey distance), non-symmetric Bregman distance (Bregman divergence), Jensen-Tsallis divergence, symmetric Bregman distance, Pearson chi square divergence (chi square distance),
 - `association measures (A)`, including `measures of concordance`: multivariate extensions of Spearman's rho (Spearman's rank correlation coefficient, grade correlation coefficient), correntropy, centered correntropy, correntropy coefficient, correntropy induced metric, centered correntropy induced metric, multivariate extension of Blomqvist's beta (medial correlation coefficient), multivariate conditional version of Spearman's rho, lower/upper tail dependence via conditional Spearman's rho,
 - `cross quantities (C)`: cross-entropy,
 - `kernels on distributions (K)`: expected kernel, Bhattacharyya kernel, probability product kernel, Jensen-Shannon kernel, exponentiated Jensen-Shannon kernel, Jensen-Tsallis kernel, exponentiated Jensen-Renyi kernel(s), exponentiated Jensen-Tsallis kernel(s), and