IEICE Technical Report

Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380

Infomation-Based Induction Sciences and Machine Learning

Workshop Date : 2016-03-17 - 2016-03-18 / Issue Date : 2016-03-10

IBISML2015-94
Collaborative ranking based on relative preference
Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto (Kyushu Univ.)
pp. 1 - 8

IBISML2015-95
Max-Margin Latent Feature Relational Models with Dual Decomposition for Relational Attribute Prediction
Tsubasa Nishide, Koji Eguchi (Kobe Univ.)
pp. 9 - 16

IBISML2015-96
Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds
Mina Ashizawa (UTokyo), Hiroaki Sasaki (NAIST), Tomoya Sakai, Masashi Sugiyama (UTokyo)
pp. 17 - 24

IBISML2015-97
Learning and Generalization in Neural Networks using Hamiltonian Monte Carlo Method
Fumito Nakamura, Sumio Watanabe (Tokyo Tech)
pp. 25 - 29

IBISML2015-98
Bayesian Monte-Carlo tree search method and its application to linear constrained nonlinear control problems
Ryo Otsuki, Shin-ichi Maeda, Shin Ishii (Kyoto Univ.)
pp. 31 - 38

IBISML2015-99
An Efficient Tensor Spectral Algorithm for Learning Rank Deficient Co-cluster Structure from Large Scale Relational Data
Hideo Umetani, Iku Ohama (Panasonic Co., Ltd)
pp. 39 - 46

IBISML2015-100
Entropy Estimator Based on Polynomial Regression with Poisson Error Structure
Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.)
pp. 47 - 53

IBISML2015-101
Block-sparse Extensions of Recovery Conditions of Overcomplete Dictionaries
Yasushi Terazono, Kenji Yamanishi (UTokyo)
pp. 55 - 58

IBISML2015-102
Dimension Estimation of Topological Manifolds based on Measure of Simplexes and Application to Manifold Learning
Hajime Tasaki, Jinhui Chao (Chuo Univ.)
pp. 59 - 62

Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan