In this machine learning tutorial, we have covered tons of ways to learn machine learning. Automation - Machine learning automates the process of pattern recognition and decision-making, allowing ...

Slides for my tutorial on machine learning theory, given at FOCS '03. [ppt] [gzipped postscript 6-to-a-page] Note 1: depending on the fonts you have loaded, some of the math in the ppt version may not ...

Open source packages such as CausalML and EconML provide a unified interface for applied researchers and industry practitioners with a variety of machine learning methods for causal inference. The ...

School 2025 is part of the Research Semester Programme "Control Theory and Reinforcement Learning: Connections and Challenges ...