Matias Cattaneo of Princeton University will give the talk, "Adaptive Decision Tree Methods", based on two papers:
On the Pointwise Behavior of Recursive Partitioning and Its Implications for Heterogeneous Causal Effect Estimation
Joint with Jason M. Klusowski and Peter M. Tian
Convergence Rates of Oblique Regression Trees for Flexible Function Libraries
Joint with Rajita Chandak and Jason M. Klusowski