Browsing Tag
machine-learning
2 posts
Strengthening trust in machine-learning models
Machine learning (ML) is increasingly used to make major decisions in science, social science, and engineering, with the potential to impact people’s lives profoundly. It is important to ensure that the probabilistic ML outputs are useful for the stated purposes of the users. Probabilistic machine learning methods are becoming more powerful data analysis tools. However
This machine-learning model can pinpoint failing or hacked power grid components
Machine learning could one day help energy providers better pinpoint failing or compromised components in power grids, or better identify traffic congestion for local authorities, according to a study. A research project led by MIT describes a technique capable of modelling complex interconnected systems made up of numerous variables that change value over time. By…