Canceled Sampling from Graphical Models via Spectral Independence | Zongchen Chen
SDSC, The Auditorium 9836 Hopkins Dr, La Jolla, San Diego, CA, United StatesIn many scientific settings we use a statistical model to describe a high-dimensional distribution over many variables. Such models are often represented as a weighted graph encoding the dependencies between different variables and are known as graphical models. Graphical models arise in a wide variety of scientific fields throughout science and engineering.