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Functional Bregman Divergence and Bayesian Estimation of Distributions

JOURNAL ARTICLE published November 2008 in IEEE Transactions on Information Theory

Authors: BÉla A. Frigyik | Santosh Srivastava | Maya R. Gupta

https://doi.org/10.1109/tit.2008.929943 Actions

Functional Bregman divergence

PROCEEDINGS ARTICLE published July 2008 in 2008 IEEE International Symposium on Information Theory

Authors: Bela A. Frigyik | Santosh Srivastava | Maya R. Gupta

https://doi.org/10.1109/isit.2008.4595274 Actions

$alpha$-Divergence Is Unique, Belonging to Both $f$-Divergence and Bregman Divergence Classes

JOURNAL ARTICLE published November 2009 in IEEE Transactions on Information Theory

Authors: Shun-Ichi Amari

https://doi.org/10.1109/tit.2009.2030485 Actions

Bayesian estimation of the entropy of the multivariate Gaussian

PROCEEDINGS ARTICLE published July 2008 in 2008 IEEE International Symposium on Information Theory

Authors: Santosh Srivastava | Maya R. Gupta

https://doi.org/10.1109/isit.2008.4595158 Actions

Bounds on the Bayes Error Given Moments

JOURNAL ARTICLE published June 2012 in IEEE Transactions on Information Theory

Authors: Bela A. Frigyik | Maya R. Gupta

https://doi.org/10.1109/tit.2012.2187634 Actions

Minimax Optimal Estimation of KL Divergence for Continuous Distributions

JOURNAL ARTICLE published December 2020 in IEEE Transactions on Information Theory

Research funded by National Science Foundation (CCF-17-17943,ECCS-17-11468,CNS-18-24553,CCF-19-08258)

Authors: Puning Zhao | Lifeng Lai

https://doi.org/10.1109/tit.2020.3009923 Actions

Recursive Bayesian estimation with uncertain observation (Corresp.)

JOURNAL ARTICLE published September 1971 in IEEE Transactions on Information Theory

Authors: A. Jaffer | S. Gupta

https://doi.org/10.1109/tit.1971.1054684 Actions

Divergence Estimation of Continuous Distributions Based on Data-Dependent Partitions

JOURNAL ARTICLE published September 2005 in IEEE Transactions on Information Theory

Authors: Q. Wang | S.R. Kulkarni | S. Verdu

https://doi.org/10.1109/tit.2005.853314 Actions

Bayesian Risk With Bregman Loss: A Cramér–Rao Type Bound and Linear Estimation

JOURNAL ARTICLE published March 2022 in IEEE Transactions on Information Theory

Research funded by U.S. National Science Foundation (CCF-1908308) | German Research Foundation (424522268)

Authors: Alex Dytso | Michael FauB | H. Vincent Poor

https://doi.org/10.1109/tit.2021.3130381 Actions

Bregman Divergence Based Em Algorithm and its Application to Classical and Quantum Rate Distortion Theory

JOURNAL ARTICLE published June 2023 in IEEE Transactions on Information Theory

Research funded by National Natural Science Foundation of China (62171212) | Guangdong Provincial Key Laboratory (2019B121203002)

Authors: Masahito Hayashi

https://doi.org/10.1109/tit.2023.3239955 Actions

Bregman Divergence Bounds and Universality Properties of the Logarithmic Loss

JOURNAL ARTICLE published March 2020 in IEEE Transactions on Information Theory

Research funded by National Science Foundation (CCF-1717610)

Authors: Amichai Painsky | Gregory W. Wornell

https://doi.org/10.1109/tit.2019.2958705 Actions

Average Stopping Set Weight Distributions of Redundant Random Ensembles

JOURNAL ARTICLE published November 2008 in IEEE Transactions on Information Theory

Authors: Tadashi Wadayama

https://doi.org/10.1109/tit.2008.929973 Actions

Kullback-Leibler divergence estimation of continuous distributions

PROCEEDINGS ARTICLE published July 2008 in 2008 IEEE International Symposium on Information Theory

Authors: Fernando Perez-Cruz

https://doi.org/10.1109/isit.2008.4595271 Actions

Divergence From Factorizable Distributions and Matroid Representations by Partitions

JOURNAL ARTICLE published December 2009 in IEEE Transactions on Information Theory

Authors: Frantisek Matus

https://doi.org/10.1109/tit.2009.2032806 Actions

On the Weight Distributions of Two Classes of Cyclic Codes

JOURNAL ARTICLE published December 2008 in IEEE Transactions on Information Theory

Authors: Jinquan Luo | Keqin Feng

https://doi.org/10.1109/tit.2008.2006424 Actions

Distributed Estimation Via Random Access

JOURNAL ARTICLE published July 2008 in IEEE Transactions on Information Theory

Authors: Animashree Anandkumar | Lang Tong | Ananthram Swami

https://doi.org/10.1109/tit.2008.924652 Actions

State Estimation With Initial State Uncertainty

JOURNAL ARTICLE published January 2008 in IEEE Transactions on Information Theory

Authors: Yoav Levinbook | Tan F. Wong

https://doi.org/10.1109/tit.2007.911171 Actions

Estimation of the Rate–Distortion Function

JOURNAL ARTICLE published August 2008 in IEEE Transactions on Information Theory

Authors: Matthew T. Harrison | Ioannis Kontoyiannis

https://doi.org/10.1109/tit.2008.926387 Actions

Some inequalities relating different measures of divergence between two probability distributions

JOURNAL ARTICLE published July 1999 in IEEE Transactions on Information Theory

Authors: L. Withers

https://doi.org/10.1109/18.771256 Actions

Harmonic Bayesian Prediction Under $alpha$ -Divergence

JOURNAL ARTICLE published September 2019 in IEEE Transactions on Information Theory

Research funded by JSPS KAKENHI (25330035,16K00040,26330044,17K00053)

Authors: Yuzo Maruyama | Takeru Matsuda | Toshio Ohnishi

https://doi.org/10.1109/tit.2019.2915245 Actions
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