In this PhD-level course, we will see how to design algorithms that can exploit such "advice". We will consider a variety of online problems ranging from data structures and caching to online learning ...

A learning algorithm is a mathematical framework or procedure that calculates the best output given a particular set of data. It does this by updating the calculation based on the difference ...

Work you complete in the non-credit experience will transfer to the for-credit experience when you upgrade and pay tuition. See How It Works for details. Explain what unsupervised learning is, and ...

Climate scientists are interested in ways to address the large ensemble spread (disagreement in predictions). As it turned out, my past work on algorithms for online learning from non-stationary (time ...

This project aimed to critically assess the use of machine learning algorithms for policing, and provide practical recommendations to contribute to the fast-moving debate on policy and governance in ...

Cam-to-cam sites often feature a mix of live and pre-recorded content. Machine learning analyzes user engagement data to ...