72 citations · 72 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 72 cited
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions
Eike Petersen, Yannik Potdevin, Esfandiar Mohammadi +8
Machine learning is expected to fuel significant improvements in medical care. To ensure that fundamental principles such as beneficence, respect for human autonomy, prevention of…
cs.LG2019
An Empirical Investigation of Randomized Defenses against Adversarial Attacks
Yannik Potdevin, Dirk Nowotka, Vijay Ganesh
In recent years, Deep Neural Networks (DNNs) have had a dramatic impact on a variety of problems that were long considered very difficult, e. g., image classification and automatic…