Fetching the paper…
Reading the bibliography…
Chernoff information upper bounds the probability of error of the optimal Bayesian decision rule for $2$-class classification problems.
A. Bhattacharyya, “On a measure of divergence between two statistical populations defined by their probability distributions,” Bulletin of Calcutta Mathematical Society , vol. 35, pp. 99–110, 1943
1943
Earlier work this paper cites.
H. Chernoff, “A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations,” vol. 23, pp. 493–507, 1952
1952
Earlier work this paper cites.
T. M. Cover and P. E. Hart, “Nearest neighbor pattern classification,” vol. 13, no. 1, pp. 21–27, 1967
1967
Earlier work this paper cites.
T. Kailath, “The divergence and Bhattacharyya distance measures in signal selection,” Communications, IEEE Transactions on [legacy, pre - 1988] , vol. 15, no. 1, pp. 52–60, 1967
1967
Earlier work this paper cites.
C. J. Stone, “Consistent nonparametric regression,” Annals of Statistics , vol. 5, no. 4, pp. 595–645, 1977
1977
Earlier work this paper cites.
F. Sadjadi, “Performance evaluations of correlations of digital images using different separability measures,” IEEE Transactions PAMI , vol. 4, no. 4, pp. 436–441, Jul. 1982
1982
Earlier work this paper cites.
T. M. Cover and J. A. Thomas, Elements of information theory . New York, NY, USA: Wiley-Interscience, 1991
1991
Earlier work this paper cites.
M. Basseville and J.-F. Cardoso, “On entropies, divergences and mean values,” in Proceedings of the IEEE Workshop on Information Theory , 1995
1995
Earlier work this paper cites.
H. Avi-Itzhak and T. Diep, “Arbitrarily tight upper and lower bounds on the bayesian probability of error,” IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 18, no. 1, pp. 89–91, 1996
1996
Cited alongside, same era.
S. Amari and H. Nagaoka, Methods of Information Geometry , A. M. Society, Ed. Oxford University Press, 2000
2000
Cited alongside, same era.
J.-F. Chamberland and V. Veeravalli, “Decentralized detection in sensor networks,” IEEE Transactions on Signal Processing , vol. 51(2), pp. pp.407–416, Feb 2003
2003
Cited alongside, same era.
S. Konishi, A. L. Yuille, J. M. Coughlan, and S. C. Zhu, “Statistical edge detection: Learning and evaluating edge cues,” IEEE Transactions on Pattern Analysis and Machine Intelligence , vol. 25, pp. 57–74, 2003
2003
Cited alongside, same era.
D. H. Johnson and S. Sinanovic, “Symmetrizing the Kullback-Leibler distance,” Technical report , Mar. 2001
2008
Later among the works it cites.
F. Nielsen and V. Garcia, “Statistical exponential families: A digest with flash cards,” 2009, arXiv.org:0911.4863
2009
Later among the works it cites.
A. Cichocki and S.-i. Amari, “Families of alpha- beta- and gamma- divergences: Flexible and robust measures of similarities,” Entropy , vol. 12, no. 6, pp. 1532–1568, June 2010. [Online]. Available: http://dx.doi.org/10.3390/e12061532
2010
Later among the works it cites.
A. Cichocki and S. ichi Amari, “Families of alpha- beta- and gamma- divergences: Flexible and robust measures of similarities,” Entropy , 2010, review submitted
2010
Later among the works it cites.
F. Calderero and F. Marques, “Region merging techniques using information theory statistical measures,” Transactions on Image Processing , vol. 19, no. 6, pp. 1567–1586, 2010
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2005
Cited alongside, same era.
P. Suau and F. Escolano, “Exploiting information theory for filtering the kadir scale-saliency detector,” in IbPRIA ’07: Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II . Berlin, Heidelberg: Springer-Verlag, 2007, pp. 146–153
2007
Cited alongside, same era.
T. W. Rauber, T. Braun, and K. Berns, “Probabilistic distance measures of the dirichlet and beta distributions,” Pattern Recogn. , vol. 41, no. 2, pp. 637–645, 2008
2008
Cited alongside, same era.
2010
Later among the works it cites.
F. Nielsen and S. Boltz, “The Burbea-Rao and Bhattacharyya centroids,” Computing Research Repository (CoRR) , vol. http://arxiv.org/, April 2010
2010
Later among the works it cites.
J.-D. Boissonnat, F. Nielsen, and R. Nock, “Bregman voronoi diagrams,” Discrete and Computational Geometry , April 2010. [Online]. Available: http://dx.doi.org/10.1007/s00454-010-9256-1
2010
Later among the works it cites.