Media Summary: This video is part of the 2025 Summer School @ Taiwan on nonstationary biomedical signal processing hosted by Professor ... Speaker: Florian Wilhelm Track:PyData There is a strong need in many AI applications to state the certainty about their predictions ... Neural networks are infamous for making wrong predictions with high confidence. Ideally, when a model encounters difficult ...
A Bit About Uncertainty Quantification - Detailed Analysis & Overview
This video is part of the 2025 Summer School @ Taiwan on nonstationary biomedical signal processing hosted by Professor ... Speaker: Florian Wilhelm Track:PyData There is a strong need in many AI applications to state the certainty about their predictions ... Neural networks are infamous for making wrong predictions with high confidence. Ideally, when a model encounters difficult ... Predictions from modeling and simulation (M&S) are increasingly relied upon to inform critical decision making in a variety of ... In this SEI Podcast, Dr. Eric Heim, a senior machine learning research scientist at the Software Engineering Institute at Carnegie ... Roger Ghanem is Professor of Civil and Environmental Engineering at the U of Southern California where he also holds the Tryon ...
Calibration has emerged as a standard approach to Presented by Lalitha Venkataramanan, Scientific Advisor at Schlumberger. Abstract: Deep learning techniques have been shown ...
