Robust Estimation for Kernel Exponential Families with Smoothed Total Variation Distances

Takafumi Kanamori, Kodai Yokoyama, Takayuki Kawashima

In statistical inference, we commonly assume that samples are independent and identically distributed from a probability distribution included in a pre-specified statistical model.…