Generative models and uncertainty quantification lie at the heart of Bayesian modelling and inference. At this small meeting, we discuss recent developments within the field. The workshop is deliberately kept small to ensure the discussions remain honest, lively and interesting. Attendance is, thus, primarily by invitation, but one can apply to join (see below).

A safe environment is a prerequisite for engaging discussions. Participants are, thus, expected to abide by the DDSA Code of Conduct.

Speakers

Program

The program below is tentative and subject to change.

Registration

If you would like to attend this workshop but have yet to receive an invitation, then please write an email to Søren Hauberg and include a link to your website or Google Scholar profile. Note that seating is limited, so we cannot guarantee a ticket.

Venue

Dinner

TBA

Organisation

The workshop is jointly organised by:

• Ole Winther, Technical University of Denmark and University of Copenhagen
• Søren Hauberg, Technical University of Denmark
• Wouter Boomsma, University of Copenhagen
• Pierre-Alexandre Mattei, INRIA Sophia-Antipolis
• Jes Frellsen, Technical University of Denmark

Funding

The workshop is funded by the Danish Data Science Academy, the Carlsberg Foundation, and the Center for Basic Machine Learning Research in Life Science.