Tutorials

Tutorials

Federated Learning for All: Crowdsourced Machine Learning on its Journey to Privacy & Fairness (Tapia 2020 Technical Workshop)

• Main workshop slides

• Resources & supplementary material

• Machine learning basics tutorial

A critical look at Unmasking Clever Hans predictors and assessing what machines really learn (Nature 2019) [slides, 2020; original paper]

A discussion on Jon Kleinberg's 2003 paper, An Impossibility Theorem for Clustering [slides, 2020; original paper]