Concrete dropout

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...

書誌詳細
主要な著者:	Gal, Y, Hron, J, Kendall, A
フォーマット:	Conference item
出版事項:	NIPS Foundation 2018

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