conftrace_

individualized treatment effect

7 papers

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Also known as

ITE

Co-occurring keywords · papers mentioning both

causal inference (4) counterfactual outcome (2) precision medicine (2) treatment effect estimation (2) gaussian process (2) deep learning framework (1) soft weight sharing (1) treatment group (1) potential outcome (1) subgroup analysis (1)

Papers

Gaussian Mixture Counterfactual Generator ICLR 2025 Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024 Sequential Deconfounding for Causal Inference with Unobserved Confounders CLeaR 2024 Reconsidering Generative Objectives For Counterfactual Reasoning NeurIPS 2020 Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification NeurIPS 2020 GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets ICLR 2018 Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes NeurIPS 2017