We present a unified framework for reasoning about worst-case regret bounds for learning algorithms. This framework is based on the theory of duality of convex functions. It brin...
We consider the sparse grid combination technique for regression, which we regard as a problem of function reconstruction in some given function space. We use a regularised least ...
An experimental study shows the feasibility of service-oriented architectures for industrial automation and control systems even with respect to lower, real-time dependent control...
Andre Pohl, Heiko Krumm, Felix Holland, Franz-Jose...
Subtyping rules can be fairly complex for union types, due to interactions with other types, such as function types. Furthermore, these interactions turn out to depend on the calc...
The proteins in living organisms perform almost every significant function that governs life. A protein's functionality depends upon its physical structure, which depends on i...
Anish Alex, Jonathan Rose, Ruth Isserlin-Weinberge...