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Bingru Li

2 accepted papers

2025

CausalPFN: Amortized Causal Effect Estimation via In-Context Learning

NeurIPS 2025spotlight

Causal effect estimation from observational data is fundamental across various applications. However, selecting an appropriate estimator from dozens of specialized methods demands substantial manual effort and domain expertise. We present CausalPFN, a single transformer that *amortizes* this workflo…

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