Learning Optimal Summaries of Clinical Time-series with Concept Bottleneck Models.

Carissa Wu Sonali Parbhoo Marton Havasi Finale Doshi-Velez

Published in: MLHC (2022)

Keyphrases

learning process
learning systems
reinforcement learning
learned models
learning tasks

concept learning
structured prediction
accurate models
online learning
machine learning algorithms

prior knowledge
lower bound
learning problems
hidden variables
active learning

parameter estimation
complex systems
classification models
learning algorithm