Tag: loss function

AI Machine Learning & Data Science Research

Waymo & Google’s PolyLoss: Tailoring Loss Functions to Different Tasks and Datasets

Waymo and Google researchers’ new paper A Polynomial Expansion Perspective of Classification Loss Functions presents PolyLoss, a novel and simple framework that redesigns loss functions as a linear combination of polynomial functions that can be tailored to different target tasks and datasets.