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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| PRMU, IBISML, IPSJ-CVIM [detail] | 2023-03-03 17:10 |
Hokkaido | Future University Hakodate (Primary: On-site, Secondary: Online) |
Forest Construction of Gaussian and Discrete Variables based on WBIC Ashraful Islam, Joe Suzuki (Osaka Univ.)  PRMU2022-126 IBISML2022-133 |
Mutual information is a metric that determines the association between two random variables by measuring the amount of i... [more] | PRMU2022-126 IBISML2022-133 pp.371-377 |
| IBISML | 2022-09-15 15:30 |
Kanagawa | Keio Univ. (Yagami Campus) (Primary: On-site, Secondary: Online) |
An Genenalized LiNGAM when confunder is present
-- A formulation of ICA and the minimum shortest problem -- Joe Suzuki, Tianle Yang (Osaka U.) IBISML2022-39 |
In this study, we investigated a generalization of LiNGAM that allows the presence of confounding. Existing LiNGAMs assu... [more] | IBISML2022-39 pp.47-54 |
| 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, IBISML, IPSJ-BIO, IPSJ-MPS [detail] | 2022-06-28 16:55 |
Okinawa | (Primary: On-site, Secondary: Online) |
Extending HSIC for Testing Conditional Independence Bingyuan Zhang, Joe Suzuki (Osaka Univ.) NC2022-23 IBISML2022-23 |
Conditional Independence (CI) testing is a fundamental problem in statistics, which is applied directly to causal discov... [more] | NC2022-23 IBISML2022-23 pp.164-169 |
| IBISML | 2020-10-22 14:00 |
Online | Online | An Extended LiNGAM minimizing Mutual Information and its Application to Ordering Discrete Variables Joe Suzuki, Yusuke Inaoka (OU) IBISML2020-30 |
[more] | IBISML2020-30 pp.49-54 |
| IBISML | 2020-10-22 15:15 |
Online | Online | A Proximal Gradient Method for Convex Clustering Ryosuke Shimmura, Joe Suzuki (Osaka Univ.) IBISML2020-33 |
(To be available after the conference date) [more] | IBISML2020-33 pp.69-74 |
| 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 |
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