ITE inference - meta-learners for CATE estimation

ITE inference - meta-learners for CATE estimation

Share:

Similar Tracks

ITE inference - ITE with time series data van der Schaar Lab

Conditional Average Treatment Effects: Overview Stanford Graduate School of Business

Causal Inference in Python: Theory to Practice Data Science Festival

Causal Inference with Machine Learning - EXPLAINED! CodeEmporium

Uplift Modelling - throw away your churn model. Ivan Klimuk Danske Bank Lithuania

14. Causal Inference, Part 1 MIT OpenCourseWare

Philipp Bach and Sven Klaassen: Tutorial on DoubleML for double machine learning in Python and R Online Causal Inference Seminar

An introduction to Causal Inference with Python – making accurate estimates of cause and effect from PyCon AU

Average Treatment Effects: Double Robustness Stanford Graduate School of Business

Full Tutorial: Causal Machine Learning in Python (Feat. Uber's CausalML) Business Science

AI and Causality: Estimating Heterogeneous Treatment Effects, Interpretability and Explainability Yale-Mayo Clinic CERSI

Causal Inference - EXPLAINED! CodeEmporium

Demo: Enabling end-to-end causal inference at scale Microsoft Research

Double Machine Learning for Causal and Treatment Effects Becker Friedman Institute University of Chicago

NeurIPS 2023 Tutorial - Data-Centric AI for reliable and responsible AI van der Schaar Lab

Susan Athey and Stefan Wager: Estimating Heterogeneous Treatment Effects in R Online Causal Inference Seminar

Uplift Modeling: From Causal Inference to Personalization - CIKM 2023 Tutorial Felipe Moraes

15. Causal Inference, Part 2 MIT OpenCourseWare

Conditional Average Treatment Effects: Forests Stanford Graduate School of Business

Inspiration Exchange - Causality and Treatment Effect Estimation over time van der Schaar Lab