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stat.ML2026
The Role of Input Dimensionality in the Emergence and Targeted Control of Adversarial Examples
Nasrin Malekzadeh Goradel, Niccolo Pancino, Yaser Gholizade Atani +3
Several theoretical works have tried to explain the adversarial vulnerability of deep neural networks through properties of high-dimensional geometry. However, the assumptions unde…
stat.ML2022★ 1 cited
A Deep Learning Approach to the Prediction of Drug Side-Effects on Molecular Graphs
Pietro Bongini, Elisa Messori, Niccolò Pancino +1
Predicting drug side-effects before they occur is a key task in keeping the number of drug-related hospitalizations low and to improve drug discovery processes. Automatic predictor…