Amirhossein Ahmadian

2 Questions 2 Answers 0 Followers

Questions related from Amirhossein Ahmadian

To learn a probability density function by using neural network, can we first estimate density using nonparametric methods then train the network?

Suppose we want to train a MLP neural network in order to learn the underlying probability density function (pdf) of some real-valued data. That is, the network must learn p(x), where x is a...

11 January 2017 3,548 4 View

How to avoid overfitting in a Sigmoid Belief Network?

I have a Belief Network (Stochastic Neural Network) which is trained using Wake-Sleep algorithm (as defined in the attached paper). What is the best method to avoid overfitting of this...

25 October 2016 5,910 3 View