Special Seminar: Probabilistic Machine Learning
In this talk I will introduce my research on probabilistic machine learning. First, I will motivate the use of probability and probabilistic inference as a fundamental ingredient for artificial intelligence. Motivated by the hardness of probabilistic inference, I will introduce my main research area, tractable probabilistic modeling. Furthermore, I will talk about research results on probabilistic deep learning and model compression.