会议名称(中文)： 2015年优化，稀疏性和自适应数据分析国际会议
会议名称(英文)： 2015 International Conference on Optimization, Sparsity and Adaptive Data Analysis
所属学科： 应用数学,运筹学与控制论
开始日期： 2015-03-18
结束日期： 2015-03-22
所在国家： 中华人民共和国
所在城市： 北京市 东城区
主办单位： 中国科学院晨兴数学中心
[ 会务组联系方式 ]
联系人： Mr. Guangqiang Tie
联系电话： +86 10 6255 8381
会议背景介绍：
The purpose of this international conference is to bring experts from different disciplines together to exchange ideas and identify new research opportunities in analyzing large scale data in which sparsity and optimization play an essential role.This conference is part of the ICCM-CAM conference series.
In recent years, there has been an explosive growth in developing new efficient algorithms to represent large scale data or multiscale solutions. The L1-based optimization, sparsity, and low rank structures have played in an important role in the recent developments of compressed (compressive) sensing and various fast algorithms for image processing, data analysis and high frequency wave propagation. Many problems in multiscale solutions and stochastic PDEs with high dimensional input variables enjoy low rank structure when the solution is projected to some appropriately chosen data-driven basis. At the same time, there is a lot of progress in developing adaptive data analysis methods for analyzing nonlinear nonstationary data. These methods can reveal some intrinsic physical features from multiscale data. Statistical analysis has also played a significant role in modern data analysis. This workshop will bring experts from these different disciplines together to exchange ideas and identify new research opportunities at the interface between information science and physical sciences. |
