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Jiecheng Guo

Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning

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May 08, 2025
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The Estimation of Continual Causal Effect for Dataset Shifting Streams

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Apr 29, 2025
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Treatment Effect Estimation for Exponential Family Outcomes using Neural Networks with Targeted Regularization

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Feb 11, 2025
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DFF: Decision-Focused Fine-tuning for Smarter Predict-then-Optimize with Limited Data

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Jan 03, 2025
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Estimating Long-term Heterogeneous Dose-response Curve: Generalization Bound Leveraging Optimal Transport Weights

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Jun 27, 2024
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Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation

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Mar 21, 2024
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Long-term Causal Effects Estimation via Latent Surrogates Representation Learning

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Aug 09, 2022
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GCF: Generalized Causal Forest for Heterogeneous Treatment Effect Estimation in Online Marketplace

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Mar 21, 2022
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