Conformal prediction offers a robust, distribution-free framework that transforms point estimates into prediction sets or intervals by leveraging the concept of exchangeability. This framework helps ...

In the era of artificial intelligence and machine learning, innovative research continually reshapes our understanding and application of these technologies. One such groundbreaking study, conducted ...

Researchers made a technique that improves the trustworthiness of machine-learning models, which could help improve the accuracy and reliability of AI predictions for high-stakes settings such health ...