Information and Systems-Information-Based Induction Sciences and Machine Learning(Date:2014/11/10)

Presentation
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[Date]2014/11/10
[Paper #]
目次

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[Date]2014/11/10
[Paper #]
Application of partial parallel interference cancellation to sparse signal recovery

Koujin TAKEDA,  Toshiyuki TANAKA,  

[Date]2014/11/10
[Paper #]IBISML2014-35
Feature Extraction for Image Classification using Restricted Boltzmann Machines

Reiki SUDA,  Koujin TAKEDA,  

[Date]2014/11/10
[Paper #]IBISML2014-36
Approximate Models of Probability Distributions for Principal Components of Sample Mahalanobis Distances : About Each Element and Partial Sum of Sample Mahalanobis Distances

Yasuyuki KOBAYASHI,  

[Date]2014/11/10
[Paper #]IBISML2014-37
Theoretical Analysis of Empirical MAP and Empirical Partially Bayes

Shinichi NAKAJIMA,  Masashi SUGIYAMA,  

[Date]2014/11/10
[Paper #]IBISML2014-38
Entropy Estimators Based on Simple Linear Regression

Hideitsu HINO,  Kensuke KOSHIJIMA,  Noboru MURATA,  

[Date]2014/11/10
[Paper #]IBISML2014-39
Importance-Weighted Covariance Estimation for Robust Common Spatial Pattern

Alessandro BALZI,  Florian YGER,  Masashi SUGIYAMA,  

[Date]2014/11/10
[Paper #]IBISML2014-40
Breakdown Point of Robust Support Vector Machine

Takafumi Kanamori,  Shuhei Fujiwara,  Akiko Takeda,  

[Date]2014/11/10
[Paper #]IBISML2014-41
Possibilities and limitations of machine learning on unweighted graphs : From the viewpoint of random geometric graph theory

Yoshikazu TERADA,  LUXBURG Ulrike VON,  

[Date]2014/11/10
[Paper #]IBISML2014-42
Exact SVM Training by Wolfe's Minimum Norm Point Algorithm

Masashi KITAMURA,  Akiko TAKEDA,  Satoru IWATA,  

[Date]2014/11/10
[Paper #]IBISML2014-43
Efficient leave-one-out cross-validation for L2-regularized classifier

Shota OKUMURA,  Yoshiki SUZUKI,  Kohei OGAWA,  Yuki SHINMURA,  Ichiro TAKEUCHI,  

[Date]2014/11/10
[Paper #]IBISML2014-44
Geometry of Fisher's linear discriminant analysis

Jun FUJIKI,  Masaru TANAKA,  Hitoshi SANANO,  Akisato KIMURA,  

[Date]2014/11/10
[Paper #]IBISML2014-45
Heuristic principal component analysis based unsupervised feature extraction and its application to bioinformatics

Y-h. Taguchi,  

[Date]2014/11/10
[Paper #]IBISML2014-46
Differential Privacy on Linear Regression Model of Crowdsensing

KHAI Tran QUANG,  Kazuto FUKUCHI,  Jun SAKUMA,  

[Date]2014/11/10
[Paper #]IBISML2014-47
Reconstructive Neural Net based on Context Free Grammar

Takuo HAMAGUCHI,  Masahi SHIMBO,  Yuji MATSUMOTO,  

[Date]2014/11/10
[Paper #]IBISML2014-48
Multitask Learning Meets Tensor Factorization : Task Imputation via Convex Optimization

Kishan WIMALAWARNE,  Masashi SUGIYAMA,  Ryota TOMIOKA,  

[Date]2014/11/10
[Paper #]IBISML2014-49
Statistical Mechanical Analysis of Lossy Compression by Overcomplete Basis

Yoshinori NAKANISHI-OHNO,  Tomoyuki OBUCHI,  Masato OKADA,  Yoshiyuki KABASHIMA,  

[Date]2014/11/10
[Paper #]IBISML2014-50
Direct Density Ratio Estimation with Convolutional Neural Networks with Application in Outlier Detection

Hyunha NAM,  Masashi SUGIYAMA,  

[Date]2014/11/10
[Paper #]IBISML2014-51
Direct Density-Derivative Estimation and Its Application in KL-Divergence Approximation

Hiroaki SASAKI,  Yung-Kyun NOH,  Masashi SUGIYAMA,  

[Date]2014/11/10
[Paper #]IBISML2014-52
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