An Information-Geometric Distance on the Space of TasksInternational Conference on Machine Learning (ICML), 2020 |
Phase Transitions for the Information Bottleneck in Representation
LearningInternational Conference on Learning Representations (ICLR), 2020 |
Learnability for the Information BottleneckConference on Uncertainty in Artificial Intelligence (UAI), 2019 |