Modern neural networks, with billions of parameters, are so overparameterized that they can "overfit" even random, ...

Speed, simplicity, security and convenience are critical in a customer-first world, where one minute of downtime can mean long-term consequences for a business’s brand reputation and bottom line. When ...

Start working toward program admission and requirements right away. Work you complete in the non-credit experience will transfer to the for-credit experience when you ...

This course aims to meet the increasing demands for combining computer networks, security and programming expertise raised by the growing adoption of the next-generation network services. On this page ...

We consider the multi-armed bandit problem. We show that when the state space is finite the computation of the dynamic allocation indices can be handled by linear programming methods.

Mathematical Background: We expect that the student is comfortable with basic mathematics at the level of a U.S. first-year college STEM student. This includes basic notions such as sets and functions ...

This note addresses the discrete version of the well-known time-cost tradeoff problem for project networks, which has been studied previously in the standard project management literature as well as ...