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Sun, Nov 10 AM 10:00 - 12:00 |
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Sun, Nov 10 PM 13:30 - 15:30 |
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Sun, Nov 10 PM 16:00 - 18:00 |
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Mon, Nov 11 AM 10:00 - 12:00 |
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Mon, Nov 11 PM 13:30 - 17:00 |
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Tue, Nov 12 AM 10:00 - 12:00 |
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Tue, Nov 12 PM 13:30 - 15:30 |
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Tue, Nov 12 PM 15:45 - 18:45 |
(1) |
15:45-18:45 |
[Poster Presentation]
Model Selection of Layered Neural Networks using WBIC based on Steepest Descent and MCMC Method |
Yusuke Tamai, Sumio Watanabe (Tokyo Inst. of Tech.) |
(2) |
15:45-18:45 |
[Poster Presentation]
Global Solvers for Variational Bayesian Low-rank Subspace Clustering |
Shinichi Nakajima (Nikon), Akiko Takeda (Univ. of Tokyo), S. Derin Babacan (Google), Masashi Sugiyama (Tokyo Inst. of Tech.), Ichiro Takeuchi (Nagoya Inst. of Tech.) |
(3) |
15:45-18:45 |
[Poster Presentation]
A boosting method considering tolerance against noisy data by weighting each data according to the distance between incidents |
Shinjiro Fujita, Sayaka Kamei, Satoshi Fujita (Hiroshima Univ.) |
(4) |
15:45-18:45 |
[Poster Presentation]
Safe Sample Screening Rule on Hinge Loss Minimization |
Kohei Ogawa, Yamato Kawamoto, Yoshiki Suzuki, Ichiro Takeuchi (Nagoya Inst. of Tech.) |
(5) |
15:45-18:45 |
[Poster Presentation]
Statistical mechanics of Bayesian optimal dictionary learning |
Ayaka Sakata, Yoshiyuki Kabashima (Tokyo Inst. of Tech.) |
(6) |
15:45-18:45 |
[Poster Presentation]
Performance Comparisons between Dependency Networks and Bayesian Networks |
Kazuya Takabatake, Shotaro Akaho (AIST) |
(7) |
15:45-18:45 |
[Poster Presentation]
Optimization-based Multivariate Two-sample Test and Its Efficient Computation |
Yuki Shinmura, Yusuke Saida, Ichiro Takeuchi (Nagoya Inst. of Tech.) |
(8) |
15:45-18:45 |
[Poster Presentation]
Direct Conditional Probability Density Estimation based on Sparse Additive Models |
Motoki Shiga (Gifu Univ.), Masashi Sugiyama (Tokyo Inst. of Tech.) |
(9) |
15:45-18:45 |
[Poster Presentation]
Exaluation of Revised IP-OLDF with S-SVM, LDF and logistic regression by K-fold cross-validation |
Shuichi Shinmura (Seikei Univ.) |
(10) |
15:45-18:45 |
[Poster Presentation]
Non-Convex Optimization of Robust Support Vector Regression by Utilizing Parametric Programming |
Shinya Suzumura, Ichiro Takeuchi (Nagoya Inst. of Tech.), Masashi Sugiyama (Tokyo Inst. of Tech.) |
(11) |
15:45-18:45 |
[Poster Presentation]
Query auditing for privacy preserving similarity search |
Hiromi Arai (RIKEN), Koji Tsuda (AIST), Jun Sakuma (Univ. of Tsukuba) |
(12) |
15:45-18:45 |
[Poster Presentation]
Inter-subject Common Spatial Pattern Filter for Motor Imagery based Brain Computer Interface |
Tatsuya Yokota, Yukihiko Yamashita (Tokyo Inst. of Tech.), Andrzej Cichocki (RIKEN) |
(13) |
15:45-18:45 |
[Poster Presentation]
Typical Performance of Sharpe Ratio Using Replica Analysis |
Takashi Shinzato (Akita Prefectural Univ.) |
(14) |
15:45-18:45 |
[Poster Presentation]
Predicting Protein Complexes by Sampling More Accurately and Efficiently |
Chasanah Kusumastuti Widita, Osamu Maruyama (Kyushu Univ.) |
(15) |
15:45-18:45 |
[Poster Presentation]
A Study On Multiple Matrix Factorization |
Masahiro Kohjima, Kenji Esaki, Noriko Takaya, Hiroshi Sawada (NTT) |
(16) |
15:45-18:45 |
[Poster Presentation]
Support vector comparison machines |
Toby Dylan Hocking, Supaporn Spanurattana, Masashi Sugiyama (Tokyo Inst. of Tech.) |
(17) |
15:45-18:45 |
[Poster Presentation]
The Method to Extract Latent Skills from Time Series Examination Results with Matrix Factorization |
Shinichi Oeda, Eriko Amano (KNCT), Kenji Yamanishi (Univ. of Tokyo) |
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Wed, Nov 13 AM 10:00 - 12:00 |
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Wed, Nov 13 PM 13:30 - 15:30 |
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Wed, Nov 13 PM 15:45 - 18:45 |
(18) |
15:45-18:45 |
[Poster Presentation]
Computationally Efficient Estimation of Squared-loss Mutual Information with Multiplicative Kernel Models |
Tomoya Sakai, Masashi Sugiyama (Tokyo Inst. of Tech.) |
(19) |
15:45-18:45 |
[Poster Presentation]
Sample Complexity Reduction in Reinforcement Learning by Transferred Transition and Reward Probability |
Kouta Oguni, Kazuyuki Narisawa, Ayumi Shinohara (Tohoku Univ.) |
(20) |
15:45-18:45 |
[Poster Presentation]
Distributional Statistics Estimation via Kernel Mean Embeddings
-- Density Function, Credible interval, and Moment Estimation -- |
Motonobu Kanagawa (SOKENDAI), Kenji Fukumizu (ISM) |
(21) |
15:45-18:45 |
[Poster Presentation]
Gaussian Sparse Hashing |
Koichiro Suzuki, Mitsuru Ambai, Ikuro Sato (Denso IT Labo) |
(22) |
15:45-18:45 |
[Poster Presentation]
Infinite Positive Semidefinite Tensor Factorization based on Gamma Process for Music Signal Analysis |
Kazuyoshi Yoshii (AIST), Ryota Tomioka (Univ. of Tokyo), Daichi Mochihashi (ISM), Masataka Goto (AIST) |
(23) |
15:45-18:45 |
[Poster Presentation]
Probabilistic Partial Canonical Correlation Analysis |
Yusuke Mukuta, Tatsuya Harada (Univ. of Tokyo) |
(24) |
15:45-18:45 |
[Poster Presentation]
Improvement of independent component analysis by an estimation of the error distribution of higher-order statistics |
Yoshitatsu Matsuda, Kazunori Yamaguchi (Univ. of Tokyo) |
(25) |
15:45-18:45 |
[Poster Presentation]
Energy Disaggregation for Appliance Loads Based on Semi-Supervised NMF |
Yu Fujimoto, Naoki Okubo, Yasuhiro Hayashi (Waseda Univ.), Yoshimasa Sugitate, Shiro Ogata (Omron) |
(26) |
15:45-18:45 |
[Poster Presentation]
Efficient Exhaustive Search for Variable Selection with Exchange Monte Carlo Method |
Kenji Nagata (Univ. of Tokyo), Jun Kitazono (JST), Shinichi Nakajima (Nikon), Satoshi Eifuku (Fukushima Medical Univ.), Ryoi Tamura (Univ. of Toyama), Masato Okada (Univ. of Tokyo) |
(27) |
15:45-18:45 |
[Poster Presentation]
Floor-plan partitioning stochastic processes for relational data analysis |
Masahiro Nakano, Katsuhiko Ishiguro, Akisato Kimura, Takeshi Yamada, Naonori Ueda (NTT) |
(28) |
15:45-18:45 |
[Poster Presentation]
Stochastic Dual Coordinate Ascent with Alternating Direction Multiplier Method |
Taiji Suzuki (Tokyo Inst. of Tech.) |
(29) |
15:45-18:45 |
[Poster Presentation]
Safe Screening Rule for Incmrenetal Learning |
Yoshiki Suzuki, Shota Okumura, Kohei Ogawa, Ichiro Takeuchi (Nagoya Inst. of Tech.) |
(30) |
15:45-18:45 |
[Poster Presentation]
Statistical-mechanical analysis of active noise control |
Rei Fujiwara, Yoshinobu Kajikawa, Seiji Miyoshi (Kansai Univ.) |
(31) |
15:45-18:45 |
[Poster Presentation]
Learning Common Features of Parametrized Tasks |
Ichiro Takeuchi, Tatsuya Hongo (Nagoya Inst. of Tech.), Masashi Sugiyama (Tokyo Inst. of Tech.), Shinichi Nakajima (Nikon) |
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