My research here focuses on learning deep probabilistic models, exploiting them for exact and tractable inference, aiming to automate machine learning, starting from density estimation for heterogeneous data.
I am also interested in integrating symbolic representations into statistical models.
My research here focuses on learning deep probabilistic models, exploiting them for exact and tractable inference, and ultimately aiming to automate machine learning, starting from density estimation for heterogeneous data.
I am also interested in integrating symbolic and relational representations into statistical models.