Out-of-Distribution Detection using Maximum Entropy Coding

Mojtaba Abolfazli, Mohammad Zaeri Amirani, Anders Høst-Madsen +2

Given a default distribution $P$ and a set of test data $x^M=\{x_1,x_2,\dots ,x_M\}$ this paper seeks to answer the question if it was likely that $x^M$ was generated by $P$. For d…