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Mon, Jun 14 AM  Opening 09:30 - 09:35
	-	Greetings from IBISML steering committee
Mon, Jun 14 AM  Special session 1 Chair: Tsuyoshi Ide (IBM) 09:35 - 12:10
(1)	09:35-10:25	[Invited Talk] Advances in Statistical Machine Learning -- An Approach based on Probability Density Ratios -- IBISML2010-1	Masashi Sugiyama (Tokyo Inst. of Tech.)
(2)	10:25-11:15	[Invited Talk] All Pairs Similarity Search by Multiple Sorting IBISML2010-2	Koji Tsuda (AIST)
	11:15-11:20	Break ( 5 min. )
(3)	11:20-12:10	[Invited Talk] Relational Data Mining on Causal Relations Between Variables IBISML2010-3	Takashi Washio (Osaka Univ.)
	12:10-13:30	Lunch Break ( 80 min. )
Mon, Jun 14 PM  Special session 2 Chair: Kenji Yamanishi (U. Tokyo) 13:30 - 15:20
(1)	13:30-14:20	[Invited Talk] Introduction and Recent Advance of Algebraic Geometry and Learning Theory IBISML2010-4	Sumio Watanabe (Tokyo Inst. of Tech.)
	14:20-14:30	Break ( 10 min. )
(2)	14:30-15:20	[Invited Talk] Large-Scale String Processing: Theory and Practice IBISML2010-5	Daisuke Okanohara (Preferred Infrastructure Icn.)
	15:20-15:30	Break ( 10 min. )
Mon, Jun 14 PM  Contributed talks (new approaches) Chair: Toshihiro Kamishima (AIST) 15:30 - 16:15
(1)	15:30-15:45	A Study on the Exact Nonlinear Regularization Path for L2 Loss Support Vector Machines IBISML2010-6	Masayuki Karasuyama, Ichiro Takeuchi (Nagoya Inst. of Tech.)
(2)	15:45-16:00	Hierarchical Pitman-Yor Topic Model IBISML2010-7	Issei Sato, Hiroshi Nakagawa (Univ. of Tokyo.)
(3)	16:00-16:15	Orthogonalization and thresholding method for a nonparametric regression problem IBISML2010-8	Katsuyuki Hagiwara (Mie Univ.)
	16:15-16:25	Break ( 10 min. )
Mon, Jun 14 PM  Contributed talks (combining models and data) Chair: Hisashi Kashima (U. Tokyo) 16:25 - 17:40
(1)	16:25-16:40	Privacy Preservation in Online Prediction IBISML2010-9	Jun Sakuma (Univ. of Tsukuba/JST), Hiromi Arai (U. Tsukuba)
(2)	16:40-16:55	Collaborative Filtering with A Bayesian Hierarchical Model IBISML2010-10	Hideki Asoh (AIST)
(3)	16:55-17:10	Customized Pricing Recommender System -- Simple Implementation and Preliminary Experiments -- IBISML2010-11	Toshihiro Kamishima, Shotaro Akaho (AIST), Jun Sakuma (Univ. of Tsukuba/JST)
(4)	17:10-17:25	Regularized Random Forest Method for Survival Analysis IBISML2010-12	Toshio Shimokawa (Yamanashi Univ.), Mitsuhiro Tsuji (Kansai Univ.)
(5)	17:25-17:40	Multifaceted Data Mining with Influence Diffusion Model IBISML2010-13	Naohiro Matsumura (Osaka Univ.)
	18:30-20:30	Banquet (Place: Lever son Verre Hongo http://www.madoi-co.com/food/leversonverre/hongo.html ) ( 120 min. )
Tue, Jun 15 AM  Special session 3 Chair: Tsuyoshi Ide (IBM) 09:30 - 12:10
(1)	09:30-10:20	[Invited Talk] Statistical Machine Learning Based on Nonparametric Bayesian Models IBISML2010-14	Takaki Makino (Univ. of Tokyo.)
	10:20-10:25	Break ( 5 min. )
(2)	10:25-11:15	[Invited Talk] Statistical testing with large multiplicity IBISML2010-15	Shigeyuki Oba (Kyoto Univ./JST)
	11:15-11:20	Break ( 5 min. )
(3)	11:20-12:10	[Invited Talk] Machine Learning in Object Recognition IBISML2010-16	Keiji Yanai (Univ. of Electro-Comm.)
	12:10-13:30	Lunch break ( 80 min. )
	-	Announcement (Shigeyuki Oba, Daichi Mochihashi)
Tue, Jun 15 PM  Special session 4 Chair: Kenji Yamanishi (U. Tokyo) 13:30 - 14:20
(1)	13:30-14:20	[Invited Talk] Recent Developments in Markov-chain Monte Carlo Method IBISML2010-17	Koji Hukushima (Univ. of Tokyo.)
	14:20-14:30	Break ( 10 min. )
Tue, Jun 15 PM  Contributed talks (learning for physics) Chair: Daichi Mochihashi (NTT) 14:30 - 15:00
(1)	14:30-14:45	Inference of Multiple Absorbtion Bands for Reflectance Spectra Using Exchange Monte Carlo Method IBISML2010-18	Kenji Nagata, Seiji Sugita (Univ. of Tokyo), Masato Okada (Univ. of Tokyo/RIKEN)
(2)	14:45-15:00	Efficient estimation of phase response curves using a data transformation IBISML2010-19	Ken Nakae (SOKENDAI)
	15:00-15:10	Break ( 10 min. )
Tue, Jun 15 PM  Contributed talks (reinforcement learning) Chair: Shigeyuki Oba (Kyoto U.) 15:10 - 15:40
(1)	15:10-15:25	Generalization of TD-learning from a Semiparametric Statistical Viewpoint IBISML2010-20	Tsuyoshi Ueno, Shin-ichi Maeda (Kyoto Univ.), Motoaki Kawanabe (Fraunhofer First), Shin Ishii (Kyoto Univ.)
(2)	15:25-15:40	New Feature Selection Method for Reinforcement Learning -- Conditional Mutual Information Reveals Implicit State-Reward Dependency -- IBISML2010-21	Hirotaka Hachiya, Masashi Sugiyama (Tokyo Insst. of Tech.)
	15:40-15:50	Break ( 10 min. )
Tue, Jun 15 PM  Contributed talks (probabilistic networks) Chair: Takashi Washio (Osaka U.) 15:50 - 16:35
(1)	15:50-16:05	Dependence Minimizing Regression with Model Selection for Non-Linear Causal Inference under Non-Gaussian Noise IBISML2010-22	Makoto Yamada, Masashi Sugiyama (Tokyo Inst. of Tech.)
(2)	16:05-16:20	An EM algorithm on binary decision diagrams with order encoding for propositional logic-based probabilistic models IBISML2010-23	Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato (Tokyo Inst. of Tech.), Shin-ichi Minato (Hokkaido Univ)
(3)	16:20-16:35	Computational Customer Modeling by Using the Bayesian Network and the Double-latent Class Model in a Retail Service IBISML2010-24	Tsukasa Ishigaki, Takeshi Takenaka, Yoichi Motomura (AIST)
	16:35-16:45	Break ( 10 min. )
Tue, Jun 15 PM  Contributed talks (model selection) Chair: Masashi Sugiyama (Tokyo Tech.) 16:45 - 17:45
(1)	16:45-17:00	A linear time algorithm for sequential dynamic model selection IBISML2010-25	Eiichi Sakurai, Kenji Yamanishi (Univ. of Tokyo.)
(2)	17:00-17:15	The Coding Divergence for Measuring the Complexity of Separating Two Sets IBISML2010-26	Mahito Sugiyama, Akihiro Yamamoto (Kyoto Univ.)
(3)	17:15-17:30	Graph Clustering based on Normalized Maximum Likelihood Coding IBISML2010-27	So Hirai, Ryota Tomioka, Kenji Yamanishi (Univ. of Tokyo)
(4)	17:30-17:45	Biases of error rate by selection of models or algorithms and estimating the true error rate IBISML2010-28	Issei Kurahashi, Yasuo Ohashi (Univ. of Tokyo.)
Tue, Jun 15 PM  Closing 17:45 - 17:50
	-	Closing remarks and introduction to the next workshop

Last modified: 2010-06-05 01:38:15