https://openreview.net/forum?id=vttv9ADGuWF&referrer=%5Bthe%20profile%20of%20Fatemeh%20Sheikholeslami%5D(%2Fprofile%3Fid%3D~Fatemeh_Sheikholeslami1)
This paper studies a certifiable defense against adversarial patch attacks on image classification. Our approach classifies random crops from the original...
certifiedrobustnessphysicallyrealizablepatch
https://deepai.org/publication/optimal-learners-for-realizable-regression-pac-learning-and-online-learning
07/07/23 - In this work, we aim to characterize the statistical complexity of realizable regression both in the PAC learning setting and the ...
pac learningoptimallearnersrealizableregression