Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380
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IBISML2012-34
No Bias Left Behind: Covariate Shift Adaptation for Discriminative 3D Pose Estimation
Makoto Yamada (NTT), Leonid Sigal, Michalis Raptis (Disney Research Pittsburgh)
pp. 1 - 8
IBISML2012-35
Bayesian image super-resolution of large image with a compound MRF and estimating registration parameters
Toshiki Kinoshita, Seiji Miyoshi (Kansai Univ.)
pp. 9 - 16
IBISML2012-36
Structure Learning for Anomaly Localization
Satoshi Hara, Takashi Washio (Osaka Univ.)
pp. 17 - 22
IBISML2012-37
Subset Infinite Relational Model
Katsuhiko Ishiguro, Naonori Ueda, Hiroshi Sawada (NTT)
pp. 23 - 30
IBISML2012-38
Perplexity on Reduced Corpora
Hayato Kobayashi (Toshiba)
pp. 31 - 38
IBISML2012-39
Model Selection of Bernoulli Mixture in Variational Bayes Learning
Kazumi Dakujaku, Sumio Watanabe (Tokyo Tech)
pp. 39 - 44
IBISML2012-40
Robustness of time-consistent Markov decision processes
Takayuki Osogami (IBM Japan)
pp. 45 - 52
IBISML2012-41
Clustering Method based on Global Optimization of Quadratic Forms
Shunsuke Hirose (SAS Institute Japan)
pp. 53 - 58
IBISML2012-42
Free Energy and Generalization error of Local minima in Variational Bayes Learning
Fumito Nakamura, Sumio Watanabe (Tokyo Tech)
pp. 59 - 65
IBISML2012-43
sNMF : Stacked Non-negative Matrix Factorization
-- Its Application For Social Media Analysis --
Koh Takeuchi, Katsuhiko Ishiguro, Akisato Kimura, Hiroshi Sawada (NTT)
pp. 67 - 74
IBISML2012-44
A Calculating Method for Estimation Accuracy of Latent Variables Based on the Free Energy Functions
Keisuke Yamazaki (Tokyo Tech), Kazuho Watanabe (NAIST), Daisuke Kaji (Konicaminolta MG)
pp. 75 - 81
IBISML2012-45
A Proposal of Adaptive Metric Learning Using Category information for Text Classification
Kenta Mikawa, Takashi Ishida, Masayuki Goto, Shigeichi Hirasawa (Waseda Univ.)
pp. 83 - 88
IBISML2012-46
Differential Privacy of Positive Semi-definite Matrices
Jun Sakuma (U. Tsukuba)
pp. 89 - 96
IBISML2012-47
Parameter Estimation and Active Learning in the ZRP Based on Traffic Spatiotemporal Data
Koichi Kobayashi, Keisuke Yamazaki (Tokyo Tech)
pp. 97 - 101
IBISML2012-48
Regularization of Restricted Boltzmann Machine Learning through entropy minimization
Taichi Kiwaki, Takaki Makino, Kazuyuki Aihara (Univ. Tokyo)
pp. 103 - 106
IBISML2012-49
A Privacy Preserving Distributed Calculation Method of Least-squares Estimator for Linear Regression Models
Tota Suko, Shunsuke Horii (Waseda Univ), Manabu Kobayashi (Shonan Institute of Tec), Masayuki Goto, Toshiyasu Matsushima, Shigeichi Hirasawa (Waseda Univ)
pp. 107 - 111
IBISML2012-50
Typical case analysis of sample complexity in Dictionary Learning
Ayaka Sakata, Yoshiyuki Kabashima (Tokyo Tech.)
pp. 113 - 120
IBISML2012-51
Infinite Composite Autoregressive Models based on Gamma Processes for Music Signal Analysis
Kazuyoshi Yoshii, Masataka Goto (AIST)
pp. 121 - 128
IBISML2012-52
Stochastic policy gradient method for a stochastic policy using a Gaussian process regression
Yutaka Nakamura, Hiroshi Ishiguro (Osaka Univ.)
pp. 129 - 133
IBISML2012-53
Feature Selection for LDA using Bayesian Network
Ryosuke Ohata, Maomi Ueno (Univ. of Electro-Communications)
pp. 135 - 142
IBISML2012-54
Online Large-margin Weight Learning for First-order Logic-based Abduction
Naoya Inoue, Kazeto Yamamoto, Yotaro Watanabe, Naoaki Okazaki, Kentaro Inui (Tohoku Univ.)
pp. 143 - 150
IBISML2012-55
Fast Gaussian Process Regression using hash function
Yuya Okadome, Yutaka Nakamura, Hiroshi Ishiguro (Osaka Univ.)
pp. 151 - 155
IBISML2012-56
Nested-Hierarchical Dirichlet Process Mixtures for Simultaneous Document-Topic Clustering
Shoji Tominaga, Masamichi Shimosaka, Rui Fukui, Tomomasa Sato (Univ. of Tokyo)
pp. 157 - 164
IBISML2012-57
Weighted Likelihood Policy Search
Tsuyoshi Ueno (JST), Kohei Hayashi (UT), Takashi Washio, Yoshinobu Kawahara (OU)
pp. 165 - 170
IBISML2012-58
Propagating Labels via Sparse Combination of Multiple Graphs
Masayuki Karasuyama, Hiroshi Mamitsuka (Kyoto Univ.)
pp. 171 - 178
IBISML2012-59
Analysis for finite-source M/M/1 queue
Seiya Azagami, Sigeo Ikeda, Masato Inoue (Waseda Univ.)
pp. 179 - 184
IBISML2012-60
Privacy Breach and Differential Privacy of Similarity Search
Hiromi Arai (RIKEN), Jun Sakuma (Univ. of Tsukuba)
pp. 185 - 192
IBISML2012-61
Purchase Behavior Modeling by Latent Class Introduced Hierarchical Bayes Probit Model
Tsukasa Ishigaki, Nobuhiko Terui (Tohoku Univ.), Tadahiko Sato (Univ. of Tsukuba)
pp. 193 - 198
IBISML2012-62
A Binary Coding Method Based on Second Order Moment
Koichiro Suzuki, Mitsuru Ambai, Ikuro Sato (Denso ITlab.)
pp. 199 - 203
IBISML2012-63
Recommendation with User Stereotyping
Tatsuya Osame (Univ. of Tsukuba), Jun Sakuma (Univ. of Tsukuba/JST)
pp. 205 - 212
IBISML2012-64
Digital Network Automata of Language
-- A Proposal of Analytical Method for Complex System through interdisciplinary document search and reading --
Kimiaki Tokumaru (System Engineer)
pp. 213 - 220
IBISML2012-65
Classification and Numbering on Posterior Dental Radiography using Histogram Intersection
Agus Zainal Arifin, Ahmad Mustofa Hadi, Anny Yuniarti, Wijayanti Nurul Khotimah, Arya Yudhi Wijaya (ITS), Eha Renwi Astuti (Airlangga Univ.)
pp. 221 - 228
IBISML2012-66
On Dimensionality Recovery Guarantee of Variational Bayesian PCA
Shinichi Nakajima (Nikon), Ryota Tomioka (Univ. of Tokyo), Masashi Sugiyama (Tokyo Inst. of Tech.), Derin Babacan (Illinois Univ.)
pp. 229 - 236
IBISML2012-67
Adaptive Ability of Concurrent Q Learning, Sarsa and Q Learning to Dinamical Environment
Kazunori Murakami, Tomoko Ozeki (Tokai Univ.)
pp. 237 - 241
IBISML2012-68
Efficient AUC Maximization by Approximate Reduction of Ranking SVMs
Daiki Suehiro, Kohei Hatano, Eiji Takimoto (Kyushu Univ.)
pp. 243 - 249
IBISML2012-69
Construction of Node-Permutation-Invariant Matrix Kernels based on a Linear-Algebraic Approach
Shunsuke Hirose (SAS Institute Japan)
pp. 251 - 258
IBISML2012-70
Calculation Method for WAIC Using Sequential Importance Sampling
Takushi Miki, Sumio Watanabe (Tokyo Tech)
pp. 259 - 263
IBISML2012-71
Path following approach for efficient reweighted L1 minimization
Yuki Shinmura, Ichiro Takeuchi (NIT)
pp. 265 - 270
IBISML2012-72
Multi-Instance SVM using Parametric Programming
Naoki Ishihara, Saori Kurumi, Ichiro Takeuchi (NIT)
pp. 271 - 276
IBISML2012-73
Efficient SVM Bootstrap Computation by Parametric Programming
Yoshiki Suzuki, Kohei Ogawa, Ichiro Takeuchi (Nagoya Inst. of Tech.)
pp. 277 - 282
IBISML2012-74
Efficient free-view image synthesis based on the compressed sensing
Masaru Tomabechi, Tadaaki Hosaka, Takayuki Hamamoto (Tokyo Univ Of Science)
pp. 283 - 290
IBISML2012-75
An Efficient Sampling Algorithm for Bayesian Variable Selection
Takamitsu Araki, Kazushi Ikeda (NAIST)
pp. 291 - 295
IBISML2012-76
Recovery algorithm in compressed sensing based on maximum a posteriori estimation
Koujin Takeda, Yoshiyuki Kabashima (Tokyo Tech.)
pp. 297 - 302
IBISML2012-77
Optimization of Feature Allocation on Parallel Stochastic Gradient Descent for Sparse Data
Kohei Hayashi (Univ. of Tokyo), Ryohei Fujimaki (NEC Labs America)
pp. 303 - 310
IBISML2012-78
New Graphical Model: Firing Process Network
-- A Model with Easy Learning --
Kazuya Takabatake, Shotaro Akaho (AIST)
pp. 311 - 318
IBISML2012-79
Predictability of Approximate Accuracy for Asymptotic Expansion
Ryosuke Nomura (Univ. of Tokyo), Hideitsu Hino, Noboru Murata (Waseda Univ.), Nakahiro Yoshida (Univ. of Tokyo)
pp. 319 - 325
IBISML2012-80
Statistical Mechanical Informatics for Portfolio Optimization Problem with Correlated Returns and Multi-Constraint Conditions
Takashi Shinzato (Akita Pref. Univ.)
pp. 327 - 334
IBISML2012-81
Usage of Winnowing Algorithms and WordNet for Recognizing the Possibilities of Paraphrasing Sentences in Academic Papers
Diana Purwitasari, Umi Laili Yuhana, Daniel Oranova Siahaan, Achmad Affandi (ITS), Yoshifumi Chisaki, Tsuyoshi Usagawa (Kumamoto Univ.)
pp. 335 - 341
IBISML2012-82
Ancestoral Atom Learning for Dictionary Generation in Sparse Coding
Toshimitsu Aritake, Hideitsu Hino, Noboru Murata (Waseda Univ.)
pp. 343 - 350
IBISML2012-83
Auto-Colorization of Monochrome Images using Object Recognition and Markov Random Field
Hitoshi Matsuo, Takaki Makino (Univ. Tokyo)
pp. 351 - 358
IBISML2012-84
An Efficient Input Variable Selection for a Linear Regression Model by NC Spectral Clustering
Koichi Fujiwara (Kyoto Univ.), Hiroshi Sawada (NTT), Manabu Kano (Kyoto Univ.)
pp. 359 - 366
IBISML2012-85
Replica analysis of CDMA multiuser detection with M-ary phase-shift keying
Hiroyuki Kato (Kansai Univ.), Masato Okada (Univ. of Tokyo/RIKEN), Seiji Miyoshi (Kansai Univ.)
pp. 367 - 372
IBISML2012-86
Local Semi-supervised Gaussian Process Regression based-on Clustering
Xinlu Guo (Kobe Univ.), Yoshiaki Yasumura (SIT), Kuniaki Uehara (Kobe Univ.)
pp. 373 - 380
IBISML2012-87
An Ordinal Regression Model Based on Logistic Regression Models and Its Fast Sparse Bayesian Learning
Kazuhisa Nagashima, Masato Inoue (Waseda Univ.)
pp. 381 - 385
IBISML2012-88
Simplified WLAN Localization Deployment by Learning from Route Annotation
Ryoma Kawajiri, Masamichi Shimosaka, Rui Fukui, Tomomasa Sato (the Univ. of Tokyo)
pp. 387 - 394
IBISML2012-89
Considering the multiplicity in mixture model brings better results
Tetsuo Furukawa (Kyutech)
pp. 395 - 402
IBISML2012-90
Classes of translation-invariant kernels on compact groups
Pierre Chiche, Kenji Fukumizu (ISM)
pp. 403 - 408
IBISML2012-91
MCMC Strategy for Protein Complex Prediction Using Cluster Size Frequency
Daisuke Tatsuke, Osamu Maruyama (Kyushu Univ.)
pp. 409 - 416
IBISML2012-92
Cavity analysis of correlated interdependent network
Shunsuke Watanabe, Yoshiyuki Kabashima (Tokyo Tech)
pp. 417 - 424
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.