Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
NC, IBISML, IPSJ-BIO, IPSJ-MPS [detail] |
2022-06-28 16:15 |
Okinawa |
(Primary: On-site, Secondary: Online) |
An Extension of LiNGAM to Functional Data Analysis Tianle Yang, Joe Suzuki (Osaka Univ.) NC2022-22 IBISML2022-22 |
We often use the Linear Non-Gaussian Acyclic Model (LiNGAM) to find random variables' causal order. In the LiNGAM, we ca... [more] |
NC2022-22 IBISML2022-22 pp.156-163 |
NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 17:25 |
Okinawa |
Okinawa Institute of Science and Technology |
A Bayesian Estimator of Mutual Information and its Application to Tests of Independence Joe Suzuki (Osaka Univ.) IBISML2015-17 |
[more] |
IBISML2015-17 pp.109-116 |
PRMU, IBISML, IPSJ-CVIM [detail] |
2014-09-02 16:15 |
Ibaraki |
|
Rates of convergence of the universal Bayesian measure for continuous data Takanori Ayano, Joe Suzuki (Osaka Univ.) PRMU2014-53 IBISML2014-34 |
It is very important to estimate the probability of the data series accurately for applying MDL information criterion.
... [more] |
PRMU2014-53 IBISML2014-34 pp.143-146 |
NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] |
2014-06-25 16:35 |
Okinawa |
Okinawa Institute of Science and Technology |
Learning Bayesian Network Structures when discrete and continuous variables are present Joe Suzuki (Osaka Univ.) NC2014-2 IBISML2014-2 |
In any database, some fields are discrete and others continuous in each record.We consider learning Bayesian network str... [more] |
NC2014-2 IBISML2014-2 pp.25-32 |
IBISML |
2014-03-07 11:35 |
Nara |
Nara Women's University |
Bayesian Test of Independence Takanori Ayano, Joe Suzuki (Osaka Univ.) IBISML2013-77 |
This paper proposes Bayesian estimators of mutual information and independence tests.
Given independently emitted $n$ ... [more] |
IBISML2013-77 pp.79-86 |
IBISML |
2013-07-18 09:45 |
Tokyo |
Nishiwaseda Campus (Waseda univ.) |
The Universal Bayesian Measures Joe Suzuki (Osaka Univ.) IBISML2013-1 |
[more] |
IBISML2013-1 pp.1-6 |
IT |
2012-12-11 17:00 |
Oita |
Beppuwan Royal Hotel |
[Invited Talk]
Reflection on Research at Prof. Cover's Group
-- Universal Estimation of Stationary Ergodic Sequences -- Joe Suzuki (Osaka Univ.) IT2012-48 |
[more] |
IT2012-48 pp.21-25 |
IBISML |
2012-03-12 10:25 |
Tokyo |
The Institute of Statistical Mathematics |
Bayesian Network Structure Estimation based on the Bayesian/MDL Criteria when both Discrete and Continuous Variables are Present Joe Suzuki (Osaka Univ.) IBISML2011-88 |
We consider estimation of Bayesian network structures given a finite number of examples when both discrete and continuou... [more] |
IBISML2011-88 pp.9-14 |
IBISML |
2011-11-10 15:45 |
Nara |
Nara Womens Univ. |
A Method for Estimating Binary Data Generating Process Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki (Osaka Univ.), Akihiro Yamamoto (Kyoto Univ.), Yoshinobu Kawahara (Osaka Univ.) IBISML2011-65 |
In our previous study, we proposed a method to identify a data generation process governing its given binary data set. H... [more] |
IBISML2011-65 pp.155-162 |
IBISML |
2011-11-10 15:45 |
Nara |
Nara Womens Univ. |
Causal Inference for Discrete Data
-- Extension from binary data to multi-value data. -- Joe Suzuki, Shohei Shimizu, Takashi Washio (Osaka U.) IBISML2011-72 |
[more] |
IBISML2011-72 pp.207-212 |
IBISML |
2011-06-20 15:00 |
Tokyo |
Takeda Hall |
A Generalized Version of the Bayesian Chow-Liu Algorithms Joe Suzuki (Osaka Univ.) IBISML2011-13 |
(Advance abstract in Japanese is available) [more] |
IBISML2011-13 pp.91-96 |
IT |
2011-05-20 11:25 |
Osaka |
Osaka City University |
A Generalized the Chow-Liu Algorithm based on the MDL Principle Joe Suzuki (Osaka Univ.) IT2011-2 |
We extend the Chow-Liu algorithm for general random variables while
the previous versions only considered finite source... [more] |
IT2011-2 pp.7-12 |
ISEC, IT, WBS |
2011-03-04 09:50 |
Osaka |
Osaka University |
A Generalized MDL Criterion and its Application to Learning Bayesian Network Structure
-- When Both Discrete and Continuous Data are Present -- Joe Suzuki (Osaka Univ.) IT2010-106 ISEC2010-110 WBS2010-85 |
We propose the MDL principle without assuming the source to be discrete.
As an application, we consider estimation of B... [more] |
IT2010-106 ISEC2010-110 WBS2010-85 pp.249-254 |
IBISML, PRMU, IPSJ-CVIM [detail] |
2010-09-06 11:40 |
Fukuoka |
Fukuoka Univ. |
Evaluation of the error rate of the classifier under the margin assumption Takanori Ayano, Joe Suzuki (Osaka Univ) PRMU2010-82 IBISML2010-54 |
In statistical learning, it is very important for evaluation of the performance of SVM and the conclusion of the difficu... [more] |
PRMU2010-82 IBISML2010-54 pp.193-199 |
IT |
2010-05-21 16:10 |
Tokushima |
the University of Tokushima |
Universal Coding and Shannon-MacMillan-Breiman Theorem Joe Suzuki (Osaka Univ.) IT2010-9 |
[more] |
IT2010-9 pp.45-50 |