87 citations · 113 across the 3 of their papers we have counts for
3 papers
stat.ML2010★ 21 cited
A Unifying View of Multiple Kernel Learning
Marius Kloft, Ulrich Rückert, Peter L. Bartlett
Recent research on multiple kernel learning has lead to a number of approaches for combining kernels in regularized risk minimization. The proposed approaches include different for…
cs.LG2010★ 5 cited
Non-Sparse Regularization for Multiple Kernel Learning
Marius Kloft, Ulf Brefeld, Soeren Sonnenburg +1
Learning linear combinations of multiple kernels is an appealing strategy when the right choice of features is unknown. Previous approaches to multiple kernel learning (MKL) promot…
stat.ML2010★ 87 cited
Security Analysis of Online Centroid Anomaly Detection
Marius Kloft, Pavel Laskov
Security issues are crucial in a number of machine learning applications, especially in scenarios dealing with human activity rather than natural phenomena (e.g., information ranki…