Positivity-free policy learning with observational data

P Zhao, A Chambaz, J Josse… - … Conference on Artificial …, 2024 - proceedings.mlr.press
Policy learning utilizing observational data is pivotal across various domains, with the
objective of learning the optimal treatment assignment policy while adhering to specific …

Topics in causal inférence and policy learning with applications to precision medicine

P Zhao - 2024 - theses.hal.science
Causality is a fundamental concept in science and philosophy, and with the increasing
complexity of data collection and structure, statistics plays a pivotal role in inferring causes …