I had the honor of being invited to attend a week-long workshop in Banff, Canada, in February 2025. The workshop on Uncertainty Quantification in Neural Network Models brought together researchers across distinct disciplines to discuss the frontiers of uncertainty quantification (UQ) in modern artificial intelligence models.
The workshop was hosted by the Banff International Research Station (BIRS) for Mathematical Innovation and Discovery, located in the breathtaking (and very cold) Banff National Park. Throughout the week we had engaging discussions—from lectures to coffee breaks, and from the dining hall to the local bar.
This was a truly inspiring research experience, one that will undoubtedly influence the future of UQ research in deep neural nets.
