The visualization highlights the phenomenon of non-linear distribution of near-bed sediment at asymmetric river bifurcations, also known as the Bulle-Effect. The visualized results were generated on Blue Waters (at NCSA), using the open-source high-...

Intel® XDK is a free IDE for people who want to create apps for mobile and IoT platforms. It offers essential tools to rapidly design, debug, tune, and build apps for Android*, iOS*, and Windows* app stores. Our users range from beginners who have never ...

Detecting structural breaks is an essential task for the statistical analysis of time series, for example, for fitting parametric models to it. In short, structural breaks are points in time at which the behavior of the time series changes. Typically, ...

In this paper, we prove various results about PAC learning in the presence of malicious noise. Our main interest is the sample size behavior of learning algorithms. We prove the first nontrivial sample complexity lower bound in this model by showing ...

In this paper we consider an approach to passive learning. In contrast to the classical PAC model we do not assume that the examples are independently drawn according to an underlying distribution, but that they are generated by a time-driven process. ...

In this paper, we investigate the problem of classifying objects which are given by feature vectors with Boolean or real entries. Our aim is to “(efficiently) learn probably almost optimal classifications” from examples. A classical approach in pattern ...