Statistical Aspects of Non-Linear Inverse Problems (Online)

Videos from BIRS Workshop

, University of Cambridge
- 10:10
Bayesian non-linear inversion: progress and challenges
Watch video | Download video: 202111010930-Nickl.mp4 (65M)
, University of Jyväskylä
- 11:00
Instability mechanisms in inverse problems
Watch video | Download video: 202111011020-Salo.mp4 (55M)
, California Institute of Technology
- 12:10
Solving and Learning Nonlinear PDEs with Gaussian Processes
Watch video | Download video: 202111011130-Hosseini.mp4 (53M)
, University of Klagenfurt
- 11:00
Reduced, all-at-once, and variational formulations of inverse problems and their solution
Watch video | Download video: 202111021020-Kaltenbacher.mp4 (62M)
, Massachusetts Institute of Technology
- 12:10
Dimension reduction in nonlinear Bayesian inverse problems
Watch video | Download video: 202111021130-Marzouk.mp4 (72M)
, Heidelberg University
- 10:10
Efficient Sample-Based Inference Algorithms in High Dimensions
Watch video | Download video: 202111030930-Scheichl.mp4 (69M)
, Université Paris Dauphine
- 11:00
On some Bayesian inverse problems in mixture models
Watch video | Download video: 202111031020-Rousseau.mp4 (78M)
, Purdue
- 12:10
Noise in linear inverse problems
Watch video | Download video: 202111031130-Stefanov.mp4 (48M)
, University of Helsinki
- 10:10
Bayesian inversion for Glottal Inverse Filtering
Watch video | Download video: 202111040930-Siltanen.mp4 (77M)
, University of Genoa
- 11:00
Infinite-dimensional inverse problems with finite measurements
Watch video | Download video: 202111041020-Alberti.mp4 (62M)
, Tulane University
- 12:10
Some Recent Developments in the Bayesian Approach to PDE Inverse Problems: Statistical Sampling and Consistency
Watch video | Download video: 202111041130-Glatt-Holtz.mp4 (63M)
, University of Cambridge
- 10:10
Stability & Range of some nonlinear X-ray transforms
Watch video | Download video: 202111050930-Bohr.mp4 (57M)
, Delft University of Technology
- 11:00
Consistency of Bayesian inference for a parabolic inverse problem
Watch video | Download video: 202111051020-Kekkonen.mp4 (46M)
, MIT
- 12:10
On polynomial-time computation of high-dimensional posterior measures by Langevin-type algorithms
Watch video | Download video: 202111051130-Wang.mp4 (57M)