Results 251 to 260 of about 25,362 (278)

Risk-Based Generalizations of f-divergences

2011
We derive a generalized notion of f-divergences, called (f,l)-divergences. We show that this generalization enjoys many of the nice properties of f-divergences, although it is a richer family. It also provides alternative definitions of standard divergences in terms of surrogate risks.
García-García, Darío, Von Luxburg, Ulrike, Santos-Rodríguez, Raúl   +2 more
openaire   +2 more sources

Generalizing the Alpha-Divergences and the Oriented Kullback–Leibler Divergences with Quasi-Arithmetic Means

Algorithms, 2022
Frank Nielsen
exaly  

Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities

Entropy, 2010
Andrzej Cichocki, Shun-ichi Amari
exaly  

Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization

Entropy, 2011
Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari   +2 more
exaly  

On f-Divergences: Integral Representations, Local Behavior, and Inequalities

Entropy, 2018
Igal Sason
exaly  

On Hölder Projective Divergences

Entropy, 2017
Frank Nielsen, Ke Sun, Stephane Marchand-Maillet   +2 more
exaly  

Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences

Entropy, 2015
Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari   +2 more
exaly  

Dating divergences in the Fungal Tree of Life: review and new analyses

Mycologia, 2006
John W Taylor, Mary L Berbee
exaly  

Tensorization of $f$-Divergences

2025 IEEE International Symposium on Information Theory (ISIT)
Rodrigo Cruz, Mario Diaz, Flavio P. Calmon   +2 more
openaire   +1 more source

On Conformal Divergences and Their Population Minimizers

IEEE Transactions on Information Theory, 2016
Richard Nock, Frank Nielsen, Shun-ichi Amari   +2 more
exaly