@inproceedings{NEURIPS DATASETS AND BENCHMARKS2021_2a79ea27, author = {Curth, Alicia and Svensson, David and Weatherall, Jim and van der Schaar, Mihaela}, booktitle = {Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks}, editor = {J. Vanschoren and S. Yeung}, pages = {}, publisher = {Curran}, title = {Really Doing Great at Estimating CATE? A Critical Look at ML Benchmarking Practices in Treatment Effect Estimation}, url = {https://datasets-benchmarks-proceedings.neurips.cc/paper_files/paper/2021/file/2a79ea27c279e471f4d180b08d62b00a-Paper-round2.pdf}, volume = {1}, year = {2021} }