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Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) [schedule] [select]
Chair Kenji Yamanishi (Univ. of Tokyo)
Vice Chair Naonori Ueda (NTT), Tomoyuki Higuchi (ISM)
Secretary Masashi Sugiyama (Tokyo Inst. of Tech.), Tsuyoshi Ide (IBM)
Assistant Daichi Mochihashi (NTT), Shigeyuki Ohba (Kyoto Univ.)

Conference Date Wed, Nov 9, 2011 13:00 - 18:45
Thu, Nov 10, 2011 09:00 - 18:45
Fri, Nov 11, 2011 09:00 - 16:45
Topics The 14th IBIS workshop 
Conference Place  
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Wed, Nov 9 PM 
13:00 - 15:30
Wed, Nov 9 PM 
15:45 - 18:45
(1) 15:45-18:45 Decoding an Unknown Channel with Correlated Signals IBISML2011-42 Jian-Qin Liu (NICT), Teruya Yamanishi (Fukui Univ. of Tech.), Haruhiko Nishimura (Univ. of Hyogo), Hiroaki Umehara (NICT)
(2) 15:45-18:45 Local Minima Structure of Variational Bayes Learning IBISML2011-43 Fumito Nakamura, Sumio Watanabe (Tokyo Tech)
(3) 15:45-18:45 Asymptotic Eigenvalue Distribution of Random Matrix with Non-identical Variance Components IBISML2011-44 Takashi Shinzato (Akita Pref. Univ.)
(4) 15:45-18:45 Learning a Graphical Structure with Clusters IBISML2011-45 Satoshi Hara, Takashi Washio (Osaka Univ.)
(5) 15:45-18:45 Relative Density-Ratio Estimation for Robust Distribution Comparison IBISML2011-46 Makoto Yamada (Tokyo Inst. of Tech.), Taiji Suzuki (Univ. of Tokyo), Takafumi Kanamori (Nagoya Univ.), Hirotaka Hachiya, Masashi Sugiyama (Tokyo Inst. of Tech.)
(6) 15:45-18:45 Adaptive Markov Chain Monte Carlo for Auxiliary Variable Method and Its Application to Exchange Monte Carlo Method IBISML2011-47 Takamitsu Araki, Takashi Takenouchi, Kazushi Ikeda (NAIST)
(7) 15:45-18:45 Approximate Reduction from AUC Maximization to 1-norm Soft Margin Optimization IBISML2011-48 Daiki Suehiro, Kohei Hatano, Eiji Takimoto (Kyushu Univ.)
(8) 15:45-18:45 Kernel and Feature Search in Kernel PCA IBISML2011-49 Alam Md. Ashad (SOKENDAI), Kenji Fukumizu (ISM)
(9) 15:45-18:45 An Extension of Probabilistic PCA for Correlated Samples IBISML2011-50 Kohei Hayashi (NAIST), Masanori Kawakita (Kyushu Univ), Kazushi Ikeda (NAIST)
(10) 15:45-18:45 Active Value Function Estimation Based On Transition Probability Estimation IBISML2011-51 Masahiro Kohjima (Tokyo Tech)
(11) 15:45-18:45 Inferring the time-varying input signals and the hidden states from the membrane potential of a neuron IBISML2011-52 Ryota Kobayashi (Ritsumeikan Univ.), Petr Lansky (Acad. of Sci. of the Czech), Shigeru Shinomoto (Kyoto Univ.)
(12) 15:45-18:45 A kernel-based approach for matrix and tensor completion IBISML2011-53 Kohei Hayashi, Takashi Takenouchi (NAIST), Ryota Tomioka, Hisashi Kashima (Univ. Tokyo)
(13) 15:45-18:45 Modified Newton Approach to Policy Search IBISML2011-54 Hirotaka Hachiya (Tokyo Inst. of Tech.), Tetsuro Morimura (IBM Japan), Takaki Makino (Univ. of Tokyo), Masashi Sugiyama (Tokyo Inst. of Tech.)
(14) 15:45-18:45 An Accuracy Analysis of Latent Variable Estimation with the Maximum Likelihood Estimator IBISML2011-55 Keisuke Yamazaki (Tokyo Inst. of Tech.)
(15) 15:45-18:45 Prismatic algorithm for discrete D.C. programming problem IBISML2011-56 Yoshinobu Kawahara, Takashi Washio (Osaka Univ.)
(16) 15:45-18:45 Multiple Kernel Learning Based on Gaussianity IBISML2011-57 Hideitsu Hino, Noboru Murata (Waseda Univ.)
(17) 15:45-18:45 Gaussian FoE model with correlations among color components IBISML2011-58 Ryuta Murayama, Muneki Yasuda, Yuji Waizumi, Kazuyuki Tanaka (Tohoku Univ.)
(18) 15:45-18:45 Extraction of Damage Patterns of a Fuel Cell by Clustering Considering Co-occurrence between Events IBISML2011-59 Daiki Inaba, Ken-ichi Fukui (Osaka Univ.), Kazuhisa Sato, Junichirou Mizusaki (Tohoku Univ.), Masayuki Numao (Osaka Univ.)
(19) 15:45-18:45 Replica Symmetry Breaking in Compressed Sensing IBISML2011-60 Koujin Takeda, Yoshiyuki Kabashima (Tokyo Tech.)
(20) 15:45-18:45 Generalization of Matrix Factorization for Robust PCA IBISML2011-61 Shinichi Nakajima (Nikon), Masashi Sugiyama (Tokyo Inst. of Tech.), Derin Babacan (Illinois Univ.)
(21) 15:45-18:45 Detecting Changes of Clustering Structures using Renormalized Maximum Likelihood Coding IBISML2011-62 So Hirai, Kenji Yamanishi (Univ. of Tokyo)
(22) 15:45-18:45 POS prediction using collaborative filtering IBISML2011-63 Tor Andre Myrvoll (SINTEF), Tomoko Matsui (ISM)
(23) 15:45-18:45 On Fast Convergence Rate of Non-Sparse Multiple Kernel Learning and Optimal Regularization IBISML2011-64 Taiji Suzuki (Tokyo University)
Thu, Nov 10 PM 
09:00 - 11:00
Thu, Nov 10 PM 
11:00 - 12:30
  12:30-13:30 Lunch Break ( 60 min. )
Thu, Nov 10 PM 
13:30 - 15:30
Thu, Nov 10 PM 
15:45 - 18:45
(24) 15:45-18:45 A Method for Estimating Binary Data Generating Process IBISML2011-65 Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki (Osaka Univ.), Akihiro Yamamoto (Kyoto Univ.), Yoshinobu Kawahara (Osaka Univ.)
(25) 15:45-18:45 Dynamic model selection with resetting distributions IBISML2011-66 Eiichi Sakurai (AIST), Kenji Yamanishi (The Univ. of Tokyo)
(26) 15:45-18:45 Image Segmentation and Restoration using Switching State-Space Model and Variational Bayesian Method IBISML2011-67 Ryota Hasegawa (Kansai Univ.), Ken Takiyama, Masato Okada (Univ. of Tokyo), Seiji Miyoshi (Kansai Univ.)
(27) 15:45-18:45 Image segmentation and restoration by variational Bayesian method and MCMC IBISML2011-68 Kenta Kayano (Kansai Univ.), Kenji Nagata, Masato Okada (Univ. of Tokyo), Seiji Miyoshi (Kansai Univ.)
(28) 15:45-18:45 Estimation of Recombination Rates by Using Dirichlet Process and Variational Bayes IBISML2011-69 Yuna Yomogida, Noboru Murata, Masato Inoue (Waseda Univ.)
(29) 15:45-18:45 Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation IBISML2011-70 Song Liu, Makoto Yamada, Masashi Sugiyama (Tokyo Inst. of Tech.)
(30) 15:45-18:45 Sequential Network Change Detection with Its Applications to Advertisement Impact Relation Analysis IBISML2011-71 Yu Hayashi, Kenji Yamanishi (Univ. of Tokyo.)
(31) 15:45-18:45 Causal Inference for Discrete Data
-- Extension from binary data to multi-value data. --
Joe Suzuki, Shohei Shimizu, Takashi Washio (Osaka U.)
(32) 15:45-18:45 Computationally Efficient Multi-Label Classification by Least-Squares Probabilistic Classifier IBISML2011-73 Hyunha Nam, Hirotaka Hachiya, Masashi Sugiyama (Tokyo Inst. of Tech.)
(33) 15:45-18:45 A latent variational approximation method of Total variation for noise reduction IBISML2011-74 Hayaru Shouno (UEC), Masato Okada (The Univ. of Tokyo)
(34) 15:45-18:45 Image Restoration and Segmentation Based on Compound Gaussian Markov Random Field Extended as Mixture Model IBISML2011-75 Takayuki Katsuki, Masato Inoue (Waseda Univ.)
(35) 15:45-18:45 A convex formulations of learning from crowds IBISML2011-76 Hiroshi Kajino, Hisashi Kashima (UT)
(36) 15:45-18:45 On the behavior of average of acceptance rate for Metropolis algorithm IBISML2011-77 Kenji Nagata (Univ. of Tokyo), Masato Okada (Univ. of Tokyo/RIKEN)
(37) 15:45-18:45 Nonparametric Estimation of Mixture Model and Minimum Divergence Methods IBISML2011-78 Kazuho Watanabe (NAIST), Shiro Ikeda (ISM)
(38) 15:45-18:45 Semi-supervised domain adaptation with multiple kernel learning IBISML2011-79 Hiroyuki Okada, Kuniaki Uehara (Kobe Univ.)
(39) 15:45-18:45 Effectiveness of Laplacian-based kernels from the hubness point of view IBISML2011-80 Ikumi Suzuki (NAIST), Kazuo Hara (NIG), Masashi Shimbo, Yuji Matsumoto (NAIST)
(40) 15:45-18:45 A Parametric Programming Approach for Outlier Detection and Robust Learning for Classification and Regression IBISML2011-81 Ichiro Takeuchi (NIT)
(41) 15:45-18:45 Generation of Language among Learning Machines
-- Modelling Natural Language Generation --
Seisuke Yanagawa (Optid)
(42) 15:45-18:45 Detection of miscategorized samples based on predictive likelihood maximization IBISML2011-83 Akinori Fujino, Tomoharu Iwata, Masaaki Nagata (NTT)
(43) 15:45-18:45 Mixture of Regression Based on Basis Functions Derived from Binomial Distribution IBISML2011-84 Gen Nakagata, Masato Inoue (Waseda Univ)
(44) 15:45-18:45 A Linear Time Subpath Kernel for Trees IBISML2011-85 Daisuke Kimura, Hisashi Kashima (Univ. of Tokyo)
(45) 15:45-18:45 Clustering and planning for 3D near-infrared sensor data by Hierarchical Dirichlet Process IBISML2011-86 Takayuki Shimotomai, Hiroyuki Okada, Takashi Omori (Tamagawa Univ.)
  19:00-21:00 Banquet ( 120 min. )
Fri, Nov 11 AM 
09:00 - 12:00
  12:00-13:00 Lunch Break ( 60 min. )
Fri, Nov 11 PM 
13:00 - 14:30
Fri, Nov 11 PM 
14:45 - 16:45

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IBISML Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML)   [Latest Schedule]
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