List of works - Noboru Murata

A conditional entropy minimization criterion for dimensionality reduction and multiple kernel learning.

scientific article published in November 2010

A grouped ranking model for item preference parameter.

scientific article published in September 2010

A nonparametric clustering algorithm with a quantile-based likelihood estimator.

scientific article published on 12 June 2014

A robust approach to independent component analysis of signals with high-level noise measurements

scientific article published in January 2003

An Integral Representation of Functions Using Three-layered Networks and Their Approximation Bounds

scientific article published in August 1996

An approach to blind source separation based on temporal structure of speech signals

An estimation of generalized bradley-terry models based on the em algorithm.

scientific article published on 11 March 2011

Asymptotic statistical theory of overtraining and cross-validation

scientific article published on 01 January 1997

EEG dipole source localization with information criteria for multiple particle filters

scientific article published on 14 August 2018

Estimation of neural connections from partially observed neural spikes

scientific article published on 18 August 2018

Geometrical properties of nu support vector machines with different norms

scientific article published in November 2005

Improving generalization performance of natural gradient learning using optimized regularization by NIC.

scientific article published in February 2004

Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization

Information estimators for weighted observations ⬇️

scientific article published on June 24, 2013

Intrinsic graph structure estimation using graph Laplacian.

scientific article published on 7 April 2014

Local Intrinsic Dimension Estimation by Generalized Linear Modeling.

scientific article published on 14 April 2017

Multi-frame image super resolution based on sparse coding.

scientific article published on 9 March 2015

Network information criterion-determining the number of hidden units for an artificial neural network model

scientific article published in January 1994

Nonparametric e-Mixture Estimation

scientific article

Optical detection of neuron connectivity by random access two-photon microscopy.

scientific article published on 3 February 2016

Regions of unusually high flexibility occur frequently in human genomic DNA.

scientific article published on 7 March 2013

Robust boosting algorithm against mislabeling in multiclass problems

scientific article published in June 2008

Statistical inference: learning in artificial neural networks.

scientific article published on January 1998

Stochastic simulation of biological reactions, and its applications for studying actin polymerization.

scientific article published on 30 November 2010

Time-Varying Transition Probability Matrix Estimation and Its Application to Brand Share Analysis