The123th KARC Colloquium
Date&Time | 25 December 2015(Fri) 14:00-16:00 |
Place | Conference Room, 3F, Research Building 2, Advanced ICT Research Institute |
Lecturer | Sparse modeling and data driven science |
Speaker | Dr. Masato Okada, Graduate School of Frontier Sciences, The University of Tokyo |
Abstract | In this talk, I mention basic concept of the sparse modeling, and present a few examples explaining that sparse modeling promotes extraction of latent structure of observed data in physics, neuroscience, biology and so on. I introduce a project, called “the Initiative for High-dimensional Data-Driven Science through Deepening of Sparse Modeling ”. The aim of this project is to establish a novel framework to make the tight connection of information science to the original purpose of data analysis derived from various scientific disciplines, namely, data-driven science. Through the project, we have become convinced that the three levels pointed out by David Marr give a novel insight into data-driven science, and propose three levels of data-driven science [1]. [1] Igarashi, Nagata, Kuwatani, Omori, Nakanishi-Ohno and Okada, “Three Levels of Data-Driven Science”, submitted to Proc. of HD3-2015, 2015. |
Language | Japanese |
Admission | Free |
Organizer | Yasushi Naruse, Associate Director of,Brain Imaging Technology Laborator,Center for Information and Neural Networ, NICT |