The big challenge in deep learning is that you need a lot of data to train the neural network. Fortunately, one of my ...

Of course, GPUs don’t just shuttle memory around, they can do work on it as well. The usual configuration for deep learning applications is a desktop computer with one or more high-end graphics ...

Coordinating complicated interactive systems, whether it's the different modes of transportation in a city or the various ...

Our work includes, but is not limited to: model serving for deep learning, model architecture re-design, hyperparameter tuning during model serving, explainability, continuous model monitoring, and ...