Adaptive-Halting Policy Network for Early Classification

Published in , 2019

This paper proposes the first deep learning solution to Early Classification, which is the multi-objective optimization problem of picking a timestep at which a classification can be made with tunable confidence.

Recommended citation: Hartvigsen et al. (2019). "Adaptive-Halting Policy Network for Early Classification." ACM SIGKDD.