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Information Geometry of U-Boost and Bregman Divergence

JOURNAL ARTICLE published 1 July 2004 in Neural Computation

Authors: Noboru Murata | Takashi Takenouchi | Takafumi Kanamori | Shinto Eguchi

https://doi.org/10.1162/089976604323057452 Actions

Robust Loss Functions for Boosting

JOURNAL ARTICLE published August 2007 in Neural Computation

Authors: Takafumi Kanamori | Takashi Takenouchi | Shinto Eguchi | Noboru Murata

https://doi.org/10.1162/neco.2007.19.8.2183 Actions

Robust Boosting Algorithm Against Mislabeling in Multiclass Problems

JOURNAL ARTICLE published June 2008 in Neural Computation

Authors: Takashi Takenouchi | Shinto Eguchi | Noboru Murata | Takafumi Kanamori

https://doi.org/10.1162/neco.2007.11-06-400 Actions

The Most Robust Loss Function for Boosting

BOOK CHAPTER published 2004 in Neural Information Processing

Authors: Takafumi Kanamori | Takashi Takenouchi | Shinto Eguchi | Noboru Murata

https://doi.org/10.1007/978-3-540-30499-9_76 Actions

Robustifying AdaBoost by Adding the Naive Error Rate

JOURNAL ARTICLE published 1 April 2004 in Neural Computation

Authors: Takashi Takenouchi | Shinto Eguchi

https://doi.org/10.1162/089976604322860695 Actions

Graph-based composite local Bregman divergences on discrete sample spaces

JOURNAL ARTICLE published November 2017 in Neural Networks

Research funded by JSPS (15H01678,16K00044,25730018,16K00051)

Authors: Takafumi Kanamori | Takashi Takenouchi

https://doi.org/10.1016/j.neunet.2017.06.005 Actions

Stochastic Reasoning, Free Energy, and Information Geometry

JOURNAL ARTICLE published 1 September 2004 in Neural Computation

Authors: Shiro Ikeda | Toshiyuki Tanaka | Shun-ichi Amari

https://doi.org/10.1162/0899766041336477 Actions

Divergence Function, Duality, and Convex Analysis

JOURNAL ARTICLE published 1 January 2004 in Neural Computation

Authors: Jun Zhang

https://doi.org/10.1162/08997660460734047 Actions

An Extension of the Receiver Operating Characteristic Curve and AUC-Optimal Classification

JOURNAL ARTICLE published October 2012 in Neural Computation

Authors: Takashi Takenouchi | Osamu Komori | Shinto Eguchi

https://doi.org/10.1162/neco_a_00336 Actions

Robust Blind Source Separation by Beta Divergence

JOURNAL ARTICLE published 1 August 2002 in Neural Computation

Authors: Minami Mihoko | Shinto Eguchi

https://doi.org/10.1162/089976602760128045 Actions

Spontaneous Clustering via Minimum Gamma-Divergence

JOURNAL ARTICLE published February 2014 in Neural Computation

Authors: Akifumi Notsu | Osamu Komori | Shinto Eguchi

https://doi.org/10.1162/neco_a_00547 Actions

Information Divergence Geometry and the Application to Statistical Machine Learning

BOOK CHAPTER published in Information Theory and Statistical Learning

Authors: Shinto Eguchi

https://doi.org/10.1007/978-0-387-84816-7_13 Actions

Binary classifiers ensemble based on Bregman divergence for multi-class classification

JOURNAL ARTICLE published January 2018 in Neurocomputing

Authors: Takashi Takenouchi | Shin Ishii

https://doi.org/10.1016/j.neucom.2017.08.004 Actions

Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC

JOURNAL ARTICLE published 1 February 2004 in Neural Computation

Authors: Hyeyoung Park | Noboru Murata | Shun-ichi Amari

https://doi.org/10.1162/089976604322742065 Actions

Information Geometry

BOOK CHAPTER published 2022 in Minimum Divergence Methods in Statistical Machine Learning

Authors: Shinto Eguchi | Osamu Komori

https://doi.org/10.1007/978-4-431-56922-0_1 Actions

Investigation of Possible Neural Architectures Underlying Information-Geometric Measures

JOURNAL ARTICLE published 1 April 2004 in Neural Computation

Authors: Masami Tatsuno | Masato Okada

https://doi.org/10.1162/089976604322860686 Actions

Minimum information divergence of Q-functions for dynamic treatment resumes

JOURNAL ARTICLE published January 2024 in Information Geometry

Research funded by JSPS KAKENHI (18H03211)

Authors: Shinto Eguchi

https://doi.org/10.1007/s41884-022-00084-8 Actions

Enhancement of Information Transmission Efficiency by Synaptic Failures

JOURNAL ARTICLE published 1 June 2004 in Neural Computation

Authors: Mark S. Goldman

https://doi.org/10.1162/089976604773717568 Actions

How Many Clusters? An Information-Theoretic Perspective

JOURNAL ARTICLE published 1 December 2004 in Neural Computation

Authors: Susanne Still | William Bialek

https://doi.org/10.1162/0899766042321751 Actions

Information Geometry for Covariance Estimation in Heterogeneous Clutter with Total Bregman Divergence

JOURNAL ARTICLE published 8 April 2018 in Entropy

Authors: Xiaoqiang Hua | Yongqiang Cheng | Hongqiang Wang | Yuliang Qin

https://doi.org/10.3390/e20040258 Actions
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