Search Results for author: Jinghai He

Found 3 papers, 0 papers with code

Collaborative Intelligence in Sequential Experiments: A Human-in-the-Loop Framework for Drug Discovery

no code implementations7 May 2024 Jinghai He, Cheng Hua, Yingfei Wang, Zeyu Zheng

Drug discovery is a complex process that involves sequentially screening and examining a vast array of molecules to identify those with the target properties.

Decision Making Drug Discovery

Language Model Prompt Selection via Simulation Optimization

no code implementations12 Apr 2024 Haoting Zhang, Jinghai He, Rhonda Righter, Zeyu Zheng

We propose sequentially selecting the prompt for evaluation based on this constructed surrogate model.

Language Modelling

Causal inference with Machine Learning-Based Covariate Representation

no code implementations3 Nov 2023 Yuhang Wu, Jinghai He, Zeyu Zheng

Utilizing covariate information has been a powerful approach to improve the efficiency and accuracy for causal inference, which support massive amount of randomized experiments run on data-driven enterprises.

Causal Inference

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