research
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10/27/2021
Revisiting Sanity Checks for Saliency Maps
Saliency methods are a popular approach for model debugging and explaina...
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02/20/2021
On Calibration and Out-of-domain Generalization
Out-of-domain (OOD) generalization is a significant challenge for machin...
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10/01/2019
Robust learning with the Hilbert-Schmidt independence criterion
We investigate the use of a non-parametric independence measure, the Hil...
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02/25/2019