Deep learning is a branch of machine learning based on algorithms that try to model ... One of the promises of deep learning is replacing handcrafted features with efficient algorithms for ...

In the past ten years machine learning and deep learning has continued this progress using data driven methods which do not require explicit models. This focus area includes courses in theory, ...

A new communication-collective system, OptiReduce, speeds up AI and machine learning training ... of computer science and engineering at U-M and corresponding author of the study. Up to this point, ...