Bayesian Learning is becoming more feasible and attracting greater interest in mining. But adopting it also comes with some challenges. For one thing, this is a highly specialised branch of statistics ...

A study published in JCO Clinical Cancer Informatics demonstrates that machine learning models incorporating patient-reported ...

This course offers a rigorous yet practical exploration of Bayesian reasoning for data-driven inference and decision-making. Students will gain a deep understanding of probabilistic modeling, and ...

A research team led by Oak Ridge National Laboratory has developed a new method to uncover the atomic origins of unusual ...

Hydrologic predictions at rural watersheds are important but also challenging due to data shortage. Long short-term memory (LSTM) networks are a promising machine learning approach and have ...

We consider in this paper the problem of sampling a high-dimensional probability distribution π having a density w.r.t the Lebesgue measure on ℝd, known up to a ...

Learn how AI-driven skincare improved acne and quality of life more effectively than self-chosen products in recent clinical trial.

A new study published in JCO Clinical Cancer Informatics demonstrates that machine learning models incorporating patient-reported outcomes and wearable sensor data can predict which patients ...