图 书 馆
MCMC、SMC、，。。。下一步怎么办？MCMC, SMC,... What next ? |
|
| 课程网址: | http://videolectures.net/acs07_moulines_mcm/ |
| 主讲教师: | Eric Moulines |
| 开课单位: | 巴黎ENST |
| 开课时间: | 2007-12-17 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The Monte Carlo method was initially developed for scientific computing in statistical physics during the early days of the computers. Due to the rapid progress in computer technology and the need for handling large datasets and complex systems, the past two decades have witnessed a strong surge of interest in Monte Carlo methods from the scientific community. Researchers ranging from computational biologist to signal \& image processing engineers and to financial econometricians now view Monte Carlo techniques as essential tools for inference. Besides using the popular Markov chain Monte Carlo strategies and adaptive variants of it, various sequential Monte Carlo strategies have recently appeared on the scene, resulting in a wealth of novel and effective inferential and optimization tools. In this talk, we will present what we believe to be the "state-of-the art" in Monte-Carlo simulations for inference and will try to identify the next challenges. |
| 关 键 词: | 蒙特卡罗; 统计物理; 图像处理 |
| 课程来源: | 视频讲座网 |
| 数据采集: | 2023-06-11：chenxin01 |
| 最后编审: | 2023-06-11：chenxin01 |
| 阅读次数: | 12 |