High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding

Hannah Marienwald, Jean-Baptiste Fermanian, Gilles Blanchard

We propose an improved estimator for the multi-task averaging problem, whose goal is the joint estimation of the means of multiple distributions using separate, independent data se…