江南烟雨

江南烟雨在哈工大工作生活的简介!

普林斯顿大学贡三元教授讲座:A Robust Regression Approach to Machine Learning

 

Abstract: Regression analysis has been a major theoretical pillar for supervised machine learning as it is applicable to various identification and classification problems. Aiming at robust regressors, two major approaches have been adopted. The first category contains a variety of regularization techniques whose principle lies in incorporating both the error and penalty terms into the cost function. It is represented by the ridge regressor.   Other prominent examples include RBF approximation networks by Poggio and Girosi [1990] and Least-Squares SVM introduced by Suykens and Vandewalle [1999].

...



阅读全文

Zixiang Xiong教授报告" Network information theory, code designs, and applications"

 

题目:Network information theory, code designs, and applications
报告人:Prof. Zixiang Xiong,IEEE Fellow,Professor, Department of Electrical and Computer Engineering, Texas A&M University, College Station, USA
时间: 2010.12.20(周一), AM8:15-10:00, 综合楼701会议室
...

阅读全文
分页:[«]1[»]

Powered By Z-Blog 1.8 Arwen Build 90619

Copyright;2009-2009 blog.hit.edu.cn All Rights Reserved 哈工大网络与信息中心