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2024 ICML ICML 2024

Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous Transformer

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics

Authors

Toru Shirakawa, Yi Li, Yulun Wu, Sky Qiu, Yuxuan Li, Mingduo Zhao, Hiroyasu Iso, Mark J. Van Der Laan

Topics

Artificial Intelligence > Core AI > Causal Inference Machine Learning > Application Areas > Domain Adaptation Data Science & Analytics > Methods > Time Series Analysis

Keywords

temporal difference learning transformer counterfactual mean dynamic treatment policies heterogeneous type embedding targeted minimum loss-based estimation
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