Concrete dropout
Dropout is used as a practical tool to obtain uncertainty estimates in large vision models and reinforcement learning (RL) tasks. But to obtain well-calibrated uncertainty estimates, a grid-search over the dropout probabilities is necessary— a prohibitive operation with large models, and an impossib...
| Main Authors: | , , |
|---|---|
| Formato: | Conference item |
| Publicado em: |
NIPS Foundation
2018
|