Efficient technique improves machine-learning models’ reliability | MIT News

Highly effective machine-learning fashions are getting used to assist individuals sort out robust issues resembling figuring out illness in medical pictures or detecting street obstacles for autonomous autos. However machine-learning fashions could make errors, so in high-stakes settings it’s important that people know when to belief a mannequin’s predictions. Uncertainty quantification is one instrument that … Read more

Putting clear bounds on uncertainty | MIT News

In science and know-how, there was an extended and regular drive towards bettering the accuracy of measurements of all types, together with parallel efforts to boost the decision of photos. An accompanying purpose is to cut back the uncertainty within the estimates that may be made, and the inferences drawn, from the info (visible or … Read more