Submitted by Alex-S-S t3_zh69o0 in MachineLearning
Phoneaccount25732 t1_izl9pk8 wrote
Monte Carlo Dropout during the forward pass can be used for variance estimation.
shawarma_bees t1_izmdfkv wrote
Just published a paper using MC dropout for uncertainty estimation - intro section includes some references OP may find helpful: https://www.nature.com/articles/s41467-022-34025-x
Two papers that provide foundational theory are by Gal and Sida
cruddybanana1102 t1_izn9uza wrote
Wait you're one of the authors here?
shawarma_bees t1_iznorws wrote
I’m first author on the first paper, but wasn’t involved in either of the others.
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