Max Prob

Work in Progress. Last update: 7th Nov.

Definition

MaxProb describes the max probability in a distribution.

Motivation

We will start from two representative paper.

One for surface competition [PDF@aclweb], one for domain shift in QA tasks [PDF@aclweb].

Techniques

• ML community.
• NLP community.

Limitation

We all know max function has no gradient.

max = $argmax$ $D$

Can we make a differentiable type of MaxProb?

Links

Go back to main webpage for MLP Blog.