Tracking the risk of a deployed model and detecting harmful distribution shifts.

Aleksandr Podkopaev Aaditya Ramdas

Published in: CoRR (2021)

Keyphrases

probabilistic model
experimental data
high level
risk assessment
decision making
image sequences
statistical model
real time
parameter estimation
mathematical model
management system
human motion
theoretical framework
computational model
probability distribution
decision trees
neural network
data sets