随笔分类 -  Machine Learning

Log-Sum-Exp Trick to Prevent Numerical Underflow
摘要:引自:http://wittawat.com/log-sum_exp_underflow.htmlMultiplying a series of termsp1p2⋯pnwhere0≤pi≤1can easily result in a numerical underflow. This is es... 阅读全文

posted @ 2015-03-15 22:54 Jia 阅读(812) 评论(0) 推荐(0)

Parameters estimation
摘要:The observed data will be regarded as realizations of random variables X1, X2,...,Xn,whose joint distribution depends on an unknown parameter θ.An estimate of θ will be a function of X1, X2,...,Xnand will hence be a random variable with a probability distribution called its samplingdistribution. 阅读全文

posted @ 2012-04-25 12:48 Jia 阅读(179) 评论(0) 推荐(0)