Kenji Fukumizu - Publications, H-index & Citations

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Kenji Fukumizu

research organization of information & systems (rois)

44H-index

265Paper Count

9.7KCitation Count

Published Papers 20

Publication Date

A kernel Stein test for comparing latent variable models

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2023-05-06

OAAI

Kanagawa, Heishiro; Jitkrittum, Wittawat; Mackey, Lester; Fukumizu, Kenji; Gretton, Arthur

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ALGAN: Anomaly Detection by Generating Pseudo Anomalous Data via Latent Variables

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Murase, Hironori; Fukumizu, Kenji

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Convex covariate clustering for classification

PATTERN RECOGNITION LETTERS

IF3.3

2021-11-01

OAAI

Andrade, Daniel; Fukumizu, Kenji; Okajima, Yuzuru

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imPhy: Imputing Phylogenetic Trees with Missing Information Using Mathematical Programming

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2020-07-01

OAAI

Yasui, Niko; Vogiatzis, Chrysafis; Yoshida, Ruriko; Fukumizu, Kenji

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Model-based kernel sum rule: kernel Bayesian inference with probabilistic models

MACHINE LEARNING

IF2.9

2020-01-02

OAAI

Nishiyama, Yu; Kanagawa, Motonobu; Gretton, Arthur; Fukumizu, Kenji

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Influence function and robust variant of kernel canonical correlation analysis

NEUROCOMPUTING

IF6.5

2018-08-01

OAAI

Alam, Md Ashad; Fukumizu, Kenji; Wang, Yu-Ping

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SUPPORT CONSISTENCY OF DIRECT SPARSE-CHANGE LEARNING IN MARKOV NETWORKS

ANNALS OF STATISTICS

IF3.7

2017-06-01

OAAI

Liu, Song; Suzuki, Taiji; Relator, Raissa; Sese, Jun; Sugiyama, Masashi; Fukumizu, Kenji

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Multilocus phylogenetic analysis with gene tree clustering

ANNALS OF OPERATIONS RESEARCH

IF4.5

2017-03-04

PREAI

Yoshida, Ruriko; Fukumizu, Kenji; Vogiatzis, Chrysafis

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A Characterization of Minimum Spanning Tree-Like Metric Spaces

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2017-03-01

OAAI

Hayamizu, Momoko; Endo, Hiroshi; Fukumizu, Kenji

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Gradient-Based Kernel Dimension Reduction for Regression

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2014-03-19

PREAI

Fukumizu, Kenji; Leng, Chenlei

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EQUIVALENCE OF DISTANCE-BASED AND RKHS-BASED STATISTICS IN HYPOTHESIS TESTING

ANNALS OF STATISTICS

IF3.7

2013-10-01

455

OAAI

Sejdinovic, Dino; Sriperumbudur, Bharath; Gretton, Arthur; Fukumizu, Kenji

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Special Issue on Advances in Kernel-Based Learning for Signal Processing

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2013-07-01

OAAI

Mueller, Klaus-Robert; Adali, Tuelay; Fukumizu, Kenji; Principe, Jose C.; Theodoridis, Sergios

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Kernel Embeddings of Conditional Distributions

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2013-07-01

148

PREAI

Song, Le; Fukumizu, Kenji; Gretton, Arthur

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Statistical approaches to combining binary classifiers for multi-class classification

NEUROCOMPUTING

IF6.5

2011-02-01

PREAI

Shiraishi, Yuichi; Fukumizu, Kenji

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KERNEL DIMENSION REDUCTION IN REGRESSION

ANNALS OF STATISTICS

IF3.7

2009-08-01

228

OAAI

Fukumizu, Kenji; Bach, Francis R.; Jordan, Michael I.

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Likelihood ratio of unidentifiable models and multilayer neural networks

ANNALS OF STATISTICS

IF3.7

2003-06-01

OAAI

Fukumizu, K

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Adaptive natural gradient learning algorithms for various stochastic models

NEURAL NETWORKS

IF6.3

2000-09-01

123

PREAI

Park, H; Amari, SI; Fukumizu, K

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Local minima and plateaus in hierarchical structures of multilayer perceptrons

NEURAL NETWORKS

IF6.3

2000-04-01

136

PREAI

Fukumizu, K; Amari, S

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A regularity condition of the information matrix of a multilayer perceptron network

NEURAL NETWORKS

IF6.3

1996-07-01

PREAI

Fukumizu, K

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A network of chaotic elements for information processing

NEURAL NETWORKS

IF6.3

1996-01-01

PREAI

Ishii, S; Fukumizu, K; Watanabe, S

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Research Directions