news

Jul 25, 2022 Talk on necessity of causal inference for out-of-distribution generalization in prediction and decision-making at the Technion, Israel. [Slides]
May 31, 2022 DoWhy library for causal inference evolves to an independent py-why org to foster wider collaboration. Contributions welcome! [Blog][Github][Arxiv]
Dec 02, 2021 Talk on Causal Inference for Machine Learning: Generalization, Explanation and Fairness; at the UK Office for National Statistics. [Slides]
Dec 03, 2020 Emre and I gave a Microsoft Research webinar on causal inference and its implications for machine learning. [Video]
Aug 13, 2020 Featured on the Humans of AI podcast. [Apple Podcasts][Spotify]
Jul 23, 2020 Session on causal machine learning with Elias Bareinboim, Susan Athey, and Cheng Zhang. [Video]
May 30, 2019 DiCE: Using counterfactual examples to explain machine learning. [Paper][Python Library][Blog]
Aug 19, 2018 Emre and I gave a tutorial on causal inference at KDD. [Slides]