Kenji Fukumizu: search on Z-Library

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1

Kernel Mean Embedding of Distributions: A Review and Beyond

Muandet, Krikamol, Fukumizu, Kenji, Sriperumbudur, Bharath, Schölkopf, Bernhard

Journal:

Foundations and Trends® in Machine Learning

Year:

2017

Language:

english

File:

PDF, 1.29 MB

english, 2017

2

Equivalence of distance-based and RKHS-based statistics in hypothesis testing

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

Journal:

The Annals of Statistics

Year:

2013

Language:

english

File:

PDF, 523 KB

english, 2013

3

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

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

Journal:

Machine Learning

Year:

2020

File:

PDF, 1.18 MB

2020

4

A Regularity Condition of the Information Matrix of a Multilayer Perceptron Network

Journal:

Neural Networks

Year:

1996

Language:

english

File:

PDF, 1.52 MB

english, 1996

5

Effects of molecular diffusion on trapped gas composition in polar ice cores

Tomoko Ikeda-Fukazawa, Kenji Fukumizu, Kenji Kawamura, Shuji Aoki, Takakiyo Nakazawa, Takeo Hondoh

Journal:

Earth and Planetary Science Letters

Year:

2005

Language:

english

File:

PDF, 292 KB

english, 2005

6

A severely brain-damaged case of 3-hydroxyisobutyric aciduria

Masayuki Sasaki, Hideki Iwata, Kenji Sugai, Michio Fukumizu, Masahiko Kimura, Seiji Yamaguchi

Journal:

Brain and Development

Year:

2001

Language:

english

File:

PDF, 208 KB

english, 2001

7

Kernel Embeddings of Conditional Distributions: A Unified Kernel Framework for Nonparametric Inference in Graphical Models

Song, Le, Fukumizu, Kenji, Gretton, Arthur

Journal:

IEEE Signal Processing Magazine

Year:

2013

Language:

english

File:

PDF, 2.14 MB

english, 2013

8

Noise controller which noise-controls movable point

Fukumizu, Kenji

Journal:

The Journal of the Acoustical Society of America

Year:

1994

Language:

english

File:

PDF, 147 KB

english, 1994

9

[IEEE 2008 11th International Conference on Computer and Information Technology (ICCIT) - Khulna, Bangladesh (2008.12.24-2008.12.27)] 2008 11th International Conference on Computer and Information Technology - Sensitivity analysis in robust and kernel canonical correlation analysis

Alam, Md. Ashad, Nasser, Mohammed, Fukumizu, Kenji

Year:

2008

File:

PDF, 2.35 MB

2008

10

Kernel Dimension Reduction in Regression

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

Journal:

The Annals of Statistics

Year:

2009

Language:

english

File:

PDF, 2.36 MB

english, 2009

11

[ACM Press the 24th international conference - Corvalis, Oregon (2007.06.20-2007.06.24)] Proceedings of the 24th international conference on Machine learning - ICML '07 - A kernel-based causal learning algorithm

Sun, Xiaohai, Janzing, Dominik, Schölkopf, Bernhard, Fukumizu, Kenji

Year:

2007

Language:

english

File:

PDF, 346 KB

english, 2007

12

A Characterization of Minimum Spanning Tree-like Metric Spaces

Hayamizu, Momoko, Endo, Hiroshi, Fukumizu, Kenji

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2016

Language:

english

File:

PDF, 94 KB

english, 2016

13

Unsupervised group matching with application to cross-lingual topic matching without alignment information

Iwata, Tomoharu, Kanagawa, Motonobu, Hirao, Tsutomu, Fukumizu, Kenji

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 649 KB

english, 2017

14

imPhy: Imputing Phylogenetic Trees with Missing Information using Mathematical Programming

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

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2018

Language:

english

File:

PDF, 12.83 MB

english, 2018

15

[Society for Industrial and Applied Mathematics Proceedings of the 2016 SIAM International Conference on Data Mining - ()] Proceedings of the 2016 SIAM International Conference on Data Mining - Estimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective

Liu, Song, Fukumizu, Kenji

Language:

english

File:

PDF, 2.48 MB

english

16

A reproducing kernel Hilbert space approach to high dimensional partially varying coefficient model

Lv, Shaogao, Fan, Zengyan, Lian, Heng, Suzuki, Taiji, Fukumizu, Kenji

Journal:

Computational Statistics & Data Analysis

Year:

2020

File:

PDF, 640 KB

2020

17

A network of chaotic elements for information processing

Shin Ishi, Kenji Fukumizu, Sumio Watanabe

Journal:

Neural Networks

Year:

1996

Language:

english

File:

PDF, 1.17 MB

english, 1996

18

Relation between weight size and degree of over-fitting in neural network regression

Katsuyuki Hagiwara, Kenji Fukumizu

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 503 KB

english, 2008

19

Preface

Kenji Fukumizu, Yukito Iba, Takashi Tsuchiya, Koji Tsuda

Journal:

Annals of the Institute of Statistical Mathematics

Year:

2003

Language:

english

File:

PDF, 98 KB

english, 2003

20

Parameter estimation for von Mises–Fisher distributions

Akihiro Tanabe, Kenji Fukumizu, Shigeyuki Oba, Takashi Takenouchi, Shin Ishii

Journal:

Computational Statistics

Year:

2007

Language:

english

File:

PDF, 282 KB

english, 2007

21

Apneustic breathing in children with brainstem damage due to hypoxic–ischemic encephalopathy

Yoshiaki Saito, Toshiaki Hashimoto, Hideki Iwata, Kazutoshi Takahashi, Michio Fukumizu, Masayuki Sasaki, Shigeru Hanaoka, Kenji Sugai

Journal:

Developmental Medicine & Child Neurology

Year:

1999

Language:

english

File:

PDF, 572 KB

english, 1999

22

Fluctuating hearing loss, episodic headache, and stroke with platelet hyperaggregability: Coexistence of auditory neuropathy and cochlear hearing loss

Tatsuro Nobutoki, Masayuki Sasaki, Michio Fukumizu, Shigeru Hanaoka, Kenji Sugai, Yuki Anzai, Makiko Kaga

Journal:

Brain and Development

Year:

2006

Language:

english

File:

PDF, 220 KB

english, 2006

23

Basal ganglia lesions in a patient with 3-hydroxyisobutyric aciduria

Masayuki Sasaki, Naoto Yamada, Michio Fukumizu, Kenji Sugai

Journal:

Brain and Development

Year:

2006

Language:

english

File:

PDF, 1.21 MB

english, 2006

24

Statistical approaches to combining binary classifiers for multi-class classification

Yuichi Shiraishi, Kenji Fukumizu

Journal:

Year:

2011

Language:

english

File:

PDF, 419 KB

english, 2011

25

Congenital monomelic neurogenic disorder with calf muscle hypertrophy

Tetsuro Nagasawa, Akira Sudo, Michio Fukumizu, Shigeru Hanaoka, Masayuki Sasaki, Kenji Sugai, Ikuya Nonaka

Journal:

Brain and Development

Year:

2003

Language:

english

File:

PDF, 263 KB

english, 2003

26

Mechanical ventilation care in severe childhood neurological disorders

Masayuki Sasaki, Kenji Sugai, Michio Fukumizu, Shigeru Hanaoka, Makiko Kaga

Journal:

Brain and Development

Year:

2001

Language:

english

File:

PDF, 67 KB

english, 2001

27

Single-photon emission computed tomography of the brain in autism: effect of the developmental level

Toshiaki Hashimoto, Masayuki Sasaki, Michio Fukumizu, Shigeru Hanaoka, Kenji Sugai, Hiroshi Matsuda

Journal:

Pediatric Neurology

Year:

2000

Language:

english

File:

PDF, 59 KB

english, 2000

28

Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons

Amari, Shun-ichi, Park, Hyeyoung, Fukumizu, Kenji

Journal:

Neural Computation

Year:

2000

Language:

english

File:

PDF, 210 KB

english, 2000

29

Gradient-Based Kernel Dimension Reduction for Regression

Fukumizu, Kenji, Leng, Chenlei

Journal:

Journal of the American Statistical Association

Year:

2014

Language:

english

File:

PDF, 241 KB

english, 2014

30

Kernel approximate Bayesian computation in population genetic inferences

Nakagome, Shigeki, Fukumizu, Kenji, Mano, Shuhei

Journal:

Statistical Applications in Genetics and Molecular Biology

Year:

2013

Language:

english

File:

PDF, 2.05 MB

english, 2013

31

[IEEE 2010 IEEE International Symposium on Information Theory - ISIT - Austin, TX, USA (2010.06.13-2010.06.18)] 2010 IEEE International Symposium on Information Theory - Non-parametric estimation of integral probability metrics

Sriperumbudur, Bharath K., Fukumizu, Kenji, Gretton, Arthur, Scholkopf, Bernhard, Lanckriet, Gert R. G.

Year:

2010

Language:

english

File:

PDF, 214 KB

english, 2010

32

[IEEE 2011 5th International Symposium on Medical Information and Communication Technology (ISMICT) - Montreux, Switzerland (2011.03.27-2011.03.30)] 2011 5th International Symposium on Medical Information and Communication Technology - Biosignals separation method for medical diagnostic system

Hashiodani, Kenji, Onoue, Tatsuya, Takada, Shinichi, Fukumizu, Yohei, Yamauchi, Hironori, Kurumi, Yoshimasa, Tani, Tohru

Year:

2011

Language:

english

File:

PDF, 371 KB

english, 2011

33

[IEEE APCCAS 2010-2010 IEEE Asia Pacific Conference on Circuits and Systems - Kuala Lumpur, Malaysia (2010.12.6-2010.12.9)] 2010 IEEE Asia Pacific Conference on Circuits and Systems - Signal and noise separation in medical diagnostic system based on independent component analysis

Khan, Abdullah K., Onoue, Tatsuya, Hashiodani, Kenji, Fukumizu, Yohei, Yamauchi, Hironori

Year:

2010

Language:

english

File:

PDF, 1.81 MB

english, 2010

34

Higher-Order Regularized Kernel Canonical Correlation Analysis

Ashad Alam, Md., Fukumizu, Kenji

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 439 KB

english, 2015

35

[ACM Press the 26th Annual International Conference - Montreal, Quebec, Canada (2009.06.14-2009.06.18)] Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 - Hilbert space embeddings of conditional distributions with applications to dynamical systems

Song, Le, Huang, Jonathan, Smola, Alex, Fukumizu, Kenji

Year:

2009

Language:

english

File:

PDF, 999 KB

english, 2009

36

Likelihood Ratio of Unidentifiable Models and Multilayer Neural Networks

Journal:

The Annals of Statistics

Year:

2003

Language:

english

File:

PDF, 1.97 MB

english, 2003

37

Filtering with State-Observation Examples via Kernel Monte Carlo Filter

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

Journal:

Neural Computation

Year:

2016

Language:

english

File:

PDF, 1.94 MB

english, 2016

38

DISCUSSION OF: BROWNIAN DISTANCE COVARIANCE

Arthur Gretton, Kenji Fukumizu and Bharath K. Sriperumbudur

Journal:

The Annals of Applied Statistics

Year:

2009

Language:

english

File:

PDF, 900 KB

english, 2009

39

[IEEE 2013 12th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2013.12.4-2013.12.7)] 2013 12th International Conference on Machine Learning and Applications - Higher-Order Regularized Kernel CCA

Alam, Md. Ashad, Fukumizu, Kenji

Year:

2013

Language:

english

File:

PDF, 583 KB

english, 2013

40

Special Issue on Advances in Kernel-Based Learning for Signal Processing [From the Guest Editors]

Muller, Klaus-Robert, Adali, Tulay, Fukumizu, Kenji, Principe, Jose C., Theodoridis, Sergios

Journal:

IEEE Signal Processing Magazine

Year:

2013

Language:

english

File:

PDF, 178 KB

english, 2013

41

Computing functions of random variables via reproducing kernel Hilbert space representations

Schölkopf, Bernhard, Muandet, Krikamol, Fukumizu, Kenji, Harmeling, Stefan, Peters, Jonas

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 661 KB

english, 2015

42

On the empirical estimation of integral probability metrics

Sriperumbudur, Bharath K., Fukumizu, Kenji, Gretton, Arthur, Schölkopf, Bernhard, Lanckriet, Gert R. G.

Journal:

Electronic Journal of Statistics

Year:

2012

Language:

english

File:

PDF, 600 KB

english, 2012

43

Likelihood ratio of unidentifiable models and multilayer neural networks

Fukumizu, Kenji

Journal:

The Annals of Statistics

Year:

2003

Language:

english

File:

PDF, 185 KB

english, 2003

44

Multilocus phylogenetic analysis with gene tree clustering

Yoshida, Ruriko, Fukumizu, Kenji, Vogiatzis, Chrysafis

Journal:

Annals of Operations Research

Year:

2017

Language:

english

File:

PDF, 973 KB

english, 2017

45

On minimum spanning tree-like metric spaces

Hayamizu, Momoko, Fukumizu, Kenji

Journal:

Discrete Applied Mathematics

Year:

2017

Language:

english

File:

PDF, 396 KB

english, 2017

46

Support consistency of direct sparse-change learning in Markov networks

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

Journal:

The Annals of Statistics

Year:

2017

Language:

english

File:

PDF, 677 KB

english, 2017

47

Learning sparse structural changes in high-dimensional Markov networks

Song Liu,Kenji Fukumizu,Taiji Suzuki

Journal:

Behaviormetrika

Year:

2017

Language:

english

File:

PDF, 898 KB

english, 2017

48

Kernel dimension reduction in regression

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

Journal:

The Annals of Statistics

Year:

2009

Language:

english

File:

PDF, 343 KB

english, 2009

49

Reflectance spectra of Asteroids and Meteorites: their classifications and statistical comparisons

Miyamoto, Hideaki, Hong, Peng K, Niihara, Takafumi, Kuritani, Takeshi, Fukumizu, Kenji, Hino, Hideitsu, Nagata, Kenji, Akaho, Shotaro, P Rodriguez, J Alexis, Ryodo, Hemmi, Sugita, Seiji, Okada, Masato

Journal:

Journal of Physics Conference Series

Year:

2018

Language:

english

File:

PDF, 809 KB

english, 2018

50

Taxonomy matching between asteroids and meteorites: supervised clustering approach

Saito, Yuki, Hong, Peng, Niihara, Takafumi, Miyamoto, Hideaki, Fukumizu, Kenji

Journal:

Journal of Physics Conference Series

Year:

2018

Language:

english

File:

PDF, 547 KB

english, 2018