Stats Winter 2022 Workshop Dr. Arthur Gretton “Causal Modelling with Kernels: Treatment Effects, Counterfactuals, Mediation, and Proxies”
Stats Winter 2022 Workshop Dr. Negar Rostamzadeh “Rethinking Values in Machine Learning Research and Practice”
Stats Winter 2022 Workshop Dr. Ilya Shpitser “Satisfying Causal Fairness Criteria: Algorithms and Open Problems”
Stats Winter 2022 Workshop Dr. Yuekai Sun “Does Enforcing Fairness Mitigate Algorithmic Biases Due to Distributional Shift?”