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Hengrui Cai

Defining Boundaries: A Spectrum of Task Feasibility for Large Language Models

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Aug 11, 2024
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Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference

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Aug 02, 2024
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Is Knowledge All Large Language Models Needed for Causal Reasoning?

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Dec 30, 2023
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Towards Trustworthy Explanation: On Causal Rationalization

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Jun 25, 2023
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Sequential Knockoffs for Variable Selection in Reinforcement Learning

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Mar 24, 2023
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On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs

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Jan 29, 2023
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On Learning Necessary and Sufficient Causal Graphs

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Jan 29, 2023
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Heterogeneous Synthetic Learner for Panel Data

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Dec 30, 2022
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Jump Interval-Learning for Individualized Decision Making

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Nov 17, 2021
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Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning

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Oct 29, 2021
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