72 citations · 73 across the 2 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★ 1 cited
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…