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Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML)
Chair: Takashi Washio (Osaka Univ.)
Vice Chair: Kenji Fukumizu (ISM), Masashi Sugiyama (Tokyo Inst. of Tech.)
Secretary: Tomoko Matsui (ISM), Shigeyuki Ohba (Kyoto Univ.)
Assistant: Koji Tsuda (Univ. of Tokyo), Hisashi Kashima (Kyoto Univ.)
DATE:
Thu, Mar 17, 2016 13:00 - 16:35
Fri, Mar 18, 2016 10:00 - 11:55
PLACE:
Institute of Statistical Mathematics
TOPICS:
Statistical Mathematics, Machine Learning, Data Mining, etc.
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Thu, Mar 17 PM (13:00 - 15:30)
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(1) 13:00 - 13:25
Collaborative ranking based on relative preference
Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto (Kyushu Univ.)
(2) 13:25 - 13:50
Max-Margin Latent Feature Relational Models with Dual Decomposition for Relational Attribute Prediction
Tsubasa Nishide, Koji Eguchi (Kobe Univ.)
(3) 13:50 - 14:15
Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds
Mina Ashizawa (UTokyo), Hiroaki Sasaki (NAIST), Tomoya Sakai, Masashi Sugiyama (UTokyo)
----- Break ( 15 min. ) -----
(4) 14:30 - 15:30
Invited Talk
Shohei Shimizu (Osaka U)
----- Break ( 15 min. ) -----
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Thu, Mar 17 PM (15:45 - 16:35)
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(1) 15:45 - 16:10
Learning and Generalization in Neural Networks using Hamiltonian Monte Carlo Method
Fumito Nakamura, Sumio Watanabe (Tokyo Tech)
(2) 16:10 - 16:35
Bayesian Monte-Carlo tree search method and its application to linear constrained nonlinear control problems
Ryo Otsuki, Shin-ichi Maeda, Shin Ishii (Kyoto Univ.)
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Fri, Mar 18 AM (10:00 - 11:55)
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(3) 10:00 - 10:25
An Efficient Tensor Spectral Algorithm for Learning Rank Deficient Co-cluster Structure from Large Scale Relational Data
Hideo Umetani, Iku Ohama (Panasonic Co., Ltd)
(4) 10:25 - 10:50
Entropy Estimator Based on Polynomial Regression with Poisson Error Structure
Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.)
----- Break ( 15 min. ) -----
(5) 11:05 - 11:30
Block-sparse Extensions of Recovery Conditions of Overcomplete Dictionaries
Yasushi Terazono, Kenji Yamanishi (UTokyo)
(6) 11:30 - 11:55
Dimension Estimation of Topological Manifolds based on Measure of Simplexes and Application to Manifold Learning
Hajime Tasaki, Jinhui Chao (Chuo Univ.)
# Information for speakers
General Talk will have 20 minutes for presentation and 5 minutes for discussion.
=== Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) ===
Last modified: 2016-03-17 09:03:09
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