Machine Learning Summer School (MLSS) 2020. The machine learning summer school series was started in 2002 with the motivation to promote modern methods of statistical machine learning and inference. Machine learning summer schools present topics which are... (more…)

Sasha Rosenbaum shows how a CI/CD pipeline for Machine Learning can greatly improve both productivity and reliability... (more…)

Machine learning book which uses a model-based approach.

Machine learning offers a fantastically powerful toolkit for building complex systems quickly. This paper argues that it is dangerous to think of these quick wins as coming for free. Using the framework of technical debt, we note that it is remarkably eas... (more…)

Last month, I gave a keynote at PyData Warsaw about the existing (and growing) gap between academia and industry, specifically when it comes to machine learning and data science. (more…)