Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
IBISML |
2016-03-17 13:00 |
Tokyo |
Institute of Statistical Mathematics |
Collaborative ranking based on relative preference Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto (Kyushu Univ.) IBISML2015-94 |
We consider a collaborative filtering problem with pairwise preference information. In this setting, the algorithm recei... [more] |
IBISML2015-94 pp.1-8 |
IBISML |
2016-03-17 13:25 |
Tokyo |
Institute of Statistical Mathematics |
Max-Margin Latent Feature Relational Models with Dual Decomposition for Relational Attribute Prediction Tsubasa Nishide, Koji Eguchi (Kobe Univ.) IBISML2015-95 |
(To be available after the conference date) [more] |
IBISML2015-95 pp.9-16 |
IBISML |
2016-03-17 13:50 |
Tokyo |
Institute of Statistical Mathematics |
Least-Squares Log-Density Gradient Clustering for Riemannian Manifolds Mina Ashizawa (UTokyo), Hiroaki Sasaki (NAIST), Tomoya Sakai, Masashi Sugiyama (UTokyo) IBISML2015-96 |
[more] |
IBISML2015-96 pp.17-24 |
IBISML |
2016-03-17 15:45 |
Tokyo |
Institute of Statistical Mathematics |
Learning and Generalization in Neural Networks using Hamiltonian Monte Carlo Method Fumito Nakamura, Sumio Watanabe (Tokyo Tech) IBISML2015-97 |
[more] |
IBISML2015-97 pp.25-29 |
IBISML |
2016-03-17 16:10 |
Tokyo |
Institute of Statistical Mathematics |
Bayesian Monte-Carlo tree search method and its application to linear constrained nonlinear control problems Ryo Otsuki, Shin-ichi Maeda, Shin Ishii (Kyoto Univ.) IBISML2015-98 |
For the nonlinear dynamics where the state transition is nonlinear with respect to the input, in general, we cannot obta... [more] |
IBISML2015-98 pp.31-38 |
IBISML |
2016-03-18 10:00 |
Tokyo |
Institute of Statistical Mathematics |
An Efficient Tensor Spectral Algorithm for Learning Rank Deficient Co-cluster Structure from Large Scale Relational Data Hideo Umetani, Iku Ohama (Panasonic Co., Ltd) IBISML2015-99 |
The Stochastic Block Model (SBM) is a well-known relational model for discovering co-cluster structure from relational d... [more] |
IBISML2015-99 pp.39-46 |
IBISML |
2016-03-18 10:25 |
Tokyo |
Institute of Statistical Mathematics |
Entropy Estimator Based on Polynomial Regression with Poisson Error Structure Hideitsu Hino (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.) IBISML2015-100 |
[more] |
IBISML2015-100 pp.47-53 |
IBISML |
2016-03-18 11:05 |
Tokyo |
Institute of Statistical Mathematics |
Block-sparse Extensions of Recovery Conditions of Overcomplete Dictionaries Yasushi Terazono, Kenji Yamanishi (UTokyo) IBISML2015-101 |
In overcomplete dictionary learning problems, observed data are modeled as products of overcomplete dictionaries and spa... [more] |
IBISML2015-101 pp.55-58 |
IBISML |
2016-03-18 11:30 |
Tokyo |
Institute of Statistical Mathematics |
Dimension Estimation of Topological Manifolds based on Measure of Simplexes and Application to Manifold Learning Hajime Tasaki, Jinhui Chao (Chuo Univ.) IBISML2015-102 |
Dimension reduction is one of the most important issues in machine learning and computational intelligence for reduction... [more] |
IBISML2015-102 pp.59-62 |