List of works - Takafumi Kanamori

A Unified Classification Model Based on Robust Optimization ⬇️

scientific article published on December 28, 2012

DC Algorithm for Extended Robust Support Vector Machine

scientific article published on 23 March 2017

Deformation of log-likelihood loss function for multiclass boosting

scientific article published on 26 May 2010

Density-Difference Estimation ⬇️

scientific article published in January 2012

Density-difference estimation

scientific article published on 18 June 2013

Direct density-ratio estimation with dimensionality reduction via least-squares hetero-distributional subspace search

scientific article published on October 21, 2010

Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection ⬇️

Empirical Localization of Homogeneous Divergences on Discrete Sample Spaces ⬇️

scientific article published in January 2015

Extended robust support vector machine based on financial risk minimization.

scientific article published on 24 July 2014

Fisher Efficient Inference of Intractable Models ⬇️

Graph-based composite local Bregman divergences on discrete sample spaces

scientific article published on 23 June 2017

Information geometry of U-Boost and Bregman divergence

scientific article published in July 2004

Least-squares two-sample test ⬇️

scientific article published on April 28, 2011

Model Description of Similarity-Based Recommendation Systems

scientific article published on 17 July 2019

Mutual information estimation reveals global associations between stimuli and biological processes

scientific article

Nonparametric conditional density estimation using piecewise-linear solution path of kernel quantile regression

scientific article published in February 2009

Relative Density-Ratio Estimation for Robust Distribution Comparison ⬇️

scientific article published in January 2011

Relative density-ratio estimation for robust distribution comparison

scientific article published in May 2013

Robust boosting algorithm against mislabeling in multiclass problems

scientific article published in June 2008

Robust loss functions for boosting

scientific article published in August 2007

Robust regression with asymmetric heavy-tail noise distributions

scientific article published in October 2002

Robustness of learning algorithms using hinge loss with outlier indicators

scientific article published on 21 July 2017

Spectral Embedded Deep Clustering

scientific article published on 15 August 2019

The Most Robust Loss Function for Boosting ⬇️

chapter from 'Neural Information Processing' published in 2004

Using financial risk measures for analyzing generalization performance of machine learning models.

scientific article published on 27 May 2014

Variable Selection for Nonparametric Learning with Power Series Kernels

scientific article published on 01 July 2019

List of works by Takafumi Kanamori