CATALOG DESCRIPTION: Design and analysis of advanced algorithms: graph algorithms; maximal network flows; min-cost flow algorithms; convex cost flows. REQUIRED TEXT ...

Advanced algorithms drive how music is discovered and consumed. Streaming platforms like Spotify, Apple Music and YouTube Music rely on data-driven recommendations to generate playlists from every ...

Land use and land cover (LULC) analysis has become increasingly significant in environmental studies due to its direct impact on the environment. Changes in LULC affect the ecological and climatic ...

A new algorithm opens the door for using artificial intelligence and machine learning to study the interactions that happen on the surface of materials. Scientists and engineers study the atomic ...

This course covers three major algorithmic topics in machine learning. Half of the course is devoted to reinforcement learning with the focus on the policy gradient and deep Q-network algorithms. The ...

Last year, a strange self-driving car was released onto the quiet roads of Monmouth County, New Jersey. The experimental vehicle, developed by researchers at the chip maker Nvidia, didn’t look ...

For decades, determining what matters in corporate reporting was largely a human exercise. Accountants, auditors, boards of directors, and ...