Our contributions include classification and introduction to the relevant fields of machine learning, a comprehensive and critical overview of machine learning usage in hardware security, and an ...

They created a “periodic table” of over 20 classical machine-learning algorithms, showing how they are all connected through ...

Coordinating complicated interactive systems, whether it's the different modes of transportation in a city or the various ...

Because machine learning models typically contain far less code than other software applications, keeping all resources in one place makes perfect sense. Because of advancements in deep learning, and ...

After uncovering a unifying algorithm that links more than 20 common machine-learning approaches, MIT researchers organized ...

Machine Learning* Data Science Machine learning focuses on the creation, training, and the validation of models and algorithms that can make predictions or decisions. In this specialization, students ...

This encompasses privacy-preserving machine learning, explainable AI, efficient learning algorithms, and techniques for uncertainty quantification. Our work ranges from fundamental algorithmic ...