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 meeting is deliberately kept small in order to ensure that discussion remains honest, lively and interesting. Attendance is, thus, mostly by invitation, but one can apply to join (see below).

Speakers

Tim Salimans

Tim Salimans
Machine Learning research scientist, Google Brain.

Vincent Dutordoir

Vincent Dutordoir
PhD Candidate, University of Cambridge.

Yingzhen Li

Yingzhen Li
Lecturer, Imperial College London.

Andrew Gordon Wilson

Andrew Gordon Wilson (tentative)
Associate Professor, New York University.

Brooks Paige

Brooks Paige
Associate professor, University College London.

James Hensman

James Hensman
Principal scientist, Amazon.

Carl Henrik Ek

Carl Henrik Ek
Associate professor, University of Cambridge.

Jan-Willem van de Meent

Philipp Hennig
Professor, University of Tübingen.

Emiel Hoogeboom

Emiel Hoogeboom
PhD student, University of Amsterdam.

Cheng Zhang

Cheng Zhang
Principal researcher, Microsoft Research Cambridge.

Antoine Wehenkel

Antoine Wehenkel
PhD student, University of Liège.

Benjamin Bloem-Reddy

Benjamin Bloem-Reddy
Assistant professor, University of British Columbia.

Arno Solin

Arno Solin
Assistant Professor, Aalto University.

‪Rianne van den Berg‬

Rianne van den Berg
Principal Researcher, Microsoft Research Amsterdam.

Program (tentative)

Wednesday (Sep 14) Thursday (Sep 15)
Session 1

 Session 4
8:55-9:00 Opening remarks
9:00-10:00 Talk
 9:00-10:00 Talk
10:00-10:40 Talk
 10:00-10:40 Talk
10:40-11:00 Coffee 10:40-11:00 Coffee
11:00-12:00 Talk
 11:00-12:00 Talk
12:00-12:40 Talk
 12:00-12:40 Talk
12:40-13:40 Lunch 12:40-13:40 Lunch
Session 2

 Session 5
13:40-14:40 Talk
 13:40-14:40 Talk
14:40-15:20 Talk
 14:40-15:40 Talk
15:20-15:40 Coffee 15:40-16:00 Coffee and concluding remarks
Session 3

15:40-16:40 Talk
16:40-17:20 Talk
17:20-18:50 Poster Session
19:00- Conference Dinner
at restaurant Carl's Øl og Spisehus (directions)

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

The workshop takes place at:

Carlsberg Akademi
Gamle Carlsberg Vej 15
1799 Copenhagen V
Venue website

Venue

Organizers

The conference is jointly organized by:

This workshop is funded through the Center for Basic Machine Learning Research in Life Science (NNF20OC0062606).