Information and Systems-Image Engineering(Date:2016/03/17)

Presentation
Learning and Generalization in Neural Networks using Hamiltonian Monte Carlo Method

Fumito Nakamura(Tokyo Tech),  Sumio Watanabe(Tokyo Tech),  

[Date]2016-03-17
[Paper #]IBISML2015-97
Collaborative ranking based on relative preference

Ken-ichiro Moridomi(Kyushu Univ.),  Kohei Hatano(Kyushu Univ.),  Eiji Takimoto(Kyushu Univ.),  

[Date]2016-03-17
[Paper #]IBISML2015-94
Bayesian Monte-Carlo tree search method and its application to linear constrained nonlinear control problems

Ryo Otsuki(Kyoto Univ.),  Shin-ichi Maeda(Kyoto Univ.),  Shin Ishii(Kyoto Univ.),  

[Date]2016-03-17
[Paper #]IBISML2015-98
Max-Margin Latent Feature Relational Models with Dual Decomposition for Relational Attribute Prediction

Tsubasa Nishide(Kobe Univ.),  Koji Eguchi(Kobe Univ.),  

[Date]2016-03-17
[Paper #]IBISML2015-95
Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds

Mina Ashizawa(UTokyo),  Hiroaki Sasaki(NAIST),  Tomoya Sakai(UTokyo),  Masashi Sugiyama(UTokyo),  

[Date]2016-03-17
[Paper #]IBISML2015-96
An Efficient Tensor Spectral Algorithm for Learning Rank Deficient Co-cluster Structure from Large Scale Relational Data

Hideo Umetani(Panasonic Co., Ltd),  Iku Ohama(Panasonic Co., Ltd),  

[Date]2016-03-18
[Paper #]IBISML2015-99
Entropy Estimator Based on Polynomial Regression with Poisson Error Structure

Hideitsu Hino(Univ. of Tsukuba),  Shotaro Akaho(AIST),  Noboru Murata(Waseda Univ.),  

[Date]2016-03-18
[Paper #]IBISML2015-100
Dimension Estimation of Topological Manifolds based on Measure of Simplexes and Application to Manifold Learning

Hajime Tasaki(Chuo Univ.),  Jinhui Chao(Chuo Univ.),  

[Date]2016-03-18
[Paper #]IBISML2015-102
Block-sparse Extensions of Recovery Conditions of Overcomplete Dictionaries

Yasushi Terazono(UTokyo),  Kenji Yamanishi(UTokyo),  

[Date]2016-03-18
[Paper #]IBISML2015-101