Abstract:  The most common machine learning algorithms operate on finite-dimensional vectorial feature representations. In many applications, however, the natural representation of the data consists of more complex objects, for example functions, distributions, and sets, rather than finite-dimensional vectors. In this …

Barnabas Poczos (CMU) Title: Distribution Regression and its Applications Read More »