While the number of embedded systems in consumer electronics is growing dramatically, several trends can be observed which challenge traditional codesign practice: An increasing s...
Josef Fleischmann, Klaus Buchenrieder, Rainer Kres...
Recursive partitioning based placement has a long history, but there has been little consensus on how cut sequences should be chosen. In this paper, we present a dynamic programmi...
We show how to apply the efficient Bayesian changepoint detection techniques of Fearnhead in the multivariate setting. We model the joint density of vector-valued observations usi...
Point processes are difficult to analyze because they provide only a sparse and noisy observation of the intensity function driving the process. Gaussian Processes offer an attrac...
John P. Cunningham, Krishna V. Shenoy, Maneesh Sah...
Principal components and canonical correlations are at the root of many exploratory data mining techniques and provide standard pre-processing tools in machine learning. Lately, p...