conftrace_

individualized treatment effect

5 papers

Explore in graph

Also known as

ITE

Co-occurring keywords

causal inference (1630) gaussian process (1200) deep learning framework (21) soft weight sharing (1) treatment group (1) counterfactual outcome (12) subgroup analysis (10) precision medicine (21) conditional average treatment effect (27) heterogeneous treatment effect (50)

Papers

Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024
Sequential Deconfounding for Causal Inference with Unobserved Confounders CLEAR 2024
Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification NIPS 2020
Reconsidering Generative Objectives For Counterfactual Reasoning NIPS 2020
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes NIPS 2017