The Department of Industrial Engineering and Management ... in complex environments through innovation in algorithms, computation, and mathematical modeling. As artificial intelligence and machine ...

In the past decade, advances in algorithms, computer architecture and processing ... These technologies, collectively known as machine learning (ML) or artificial intelligence (AI), are engendering ...

After uncovering a unifying algorithm that links more than 20 common machine ... engineering manager at Microsoft. The research will be presented at the International Conference on Learning ...

Devoted to faculty and students that are interested in developing new machine learning algorithms and techniques ... Machine learning methods are widely used in engineering and natural science fields ...

A new “periodic table for machine learning,” is reshaping how researchers explore AI, unlocking fresh pathways for discovery. The framework, Information-Contrastive Learning (I-Con), connects diverse ...

The minor in Machine Learning and Data Science (MLDS) is designed for Northwestern Engineering students who wish to develop ... and the validation of models and algorithms that can make predictions or ...