One barrier to more widespread adoption of differentially private neural networks is the entailed accuracy loss. To address this issue, the relationship between neural network architectures and model accuracy under differential privacy constraints needs to be better understood. As a first step,...

Health-care telematics in Germany have been a much discussed topic in recent years. Based on the methodological foundation of design-oriented artifact construction in Information Systems (IS) research, in particular method engineering, Ali Sunyaev develops a method for the organizational and...