382 citations · 400 across the 5 of their papers we have counts for
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cs.LG2014★ 382 cited
Toward Supervised Anomaly Detection
Nico Goernitz, Marius Micha Kloft, Konrad Rieck +1
Anomaly detection is being regarded as an unsupervised learning task as anomalies stem from adversarial or unlikely events with unknown distributions. However, the predictive perfo…
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…