Algorithm design and analysis is fundamental to all areas of computer science and gives a rigorous framework for the study optimization. This course provides an introduction to algorithm design ...

We propose a partitioning algorithm to solve a class of linear-quadratic Markov decision processes with inequality constraints and nonconvex stagewise cost; within each region of the partitioned state ...

This new technique, based on a deep learning algorithm, addresses a critical roadblock in neuron analysis, allowing researchers to rapidly gather and process neuronal signals for real-time ...