no code implementations • 28 Nov 2024 • Abhinav Thorat, Ravi Kolla, Niranjan Pedanekar
In this work, we propose a model named NICE (Network for Image treatments Causal effect Estimation), for estimating individual causal effects when treatments are images.
no code implementations • 18 Dec 2023 • Abhinav Thorat, Ravi Kolla, Niranjan Pedanekar, Naoyuki Onoe
To measure the representation loss, we extend existing metrics such as Wasserstein and Maximum Mean Discrepancy (MMD) from the binary treatment setting to the multiple treatments scenario.
