Search Results for author:
Found 2 papers, 0 papers with code
Intriguing Properties of Input-dependent Randomized Smoothing
We show that in general, the input-dependent smoothing suffers from the curse of dimensionality, forcing the variance function to have low semi-elasticity.
Efficient Bi-Directional Verification of ReLU Networks via Quadratic Programming
Solving the single initial QP already results in a lower bound on the DtDB and can be used as a robustness certificate of the classifier around a given sample.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
