Introduction to Uncertainty Estimation in Risk-Sensitive Applications
Uncertainty estimation plays a crucial role in risk-sensitive applications, where the accuracy and reliability of predictions or decisions can have significant consequences. In such applications, it is not enough to provide a single point estimate or a binary decision; instead, it is essential to quantify the uncertainty associated with the predictions or decisions. This allows for a more informed decision-making process,