A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data

Yehu Chen, Annamaria Prati, Jacob M. Montgomery, Roman Garnett. A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 4068-4088, PMLR, 2023. [doi]

Abstract

Abstract is missing.