Exploring Fast Conformal Classification Using Influence Functions
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- This video tutorial on
- A handwavy explanation of
- Here we discuss our recent works on controlling error rates other than coverage --- such as the false-discovery rate, ...
- Authors: Gilad Cohen, Guillermo Sapiro, Raja Giryes Description: Deep neural networks (DNNs) are notorious for their ...
- How can we explain the predictions of a black-box model? In this paper, we
In-Depth Information on Fast Conformal Classification Using Influence Functions
... on optimizing uh transductive In this video, we 1) Introduce the multivariate delta-method for Conformal Getting prediction intervals
Christopher Jung (Stanford) https://simons.berkeley.edu/talks/christopher-jung-stanford-2023-04-25 Multigroup Fairness and the ...
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