works on
causal inference 1doubly robust estimation 1functional data analysis 1longitudinal data 1representation learning 1

From the 1 of 7 linked papers with an AI index.

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

Doubly Robust Functional Representation Learning for Longitudinal Causal Inference with Irregular Histories

Mengfei Ran, Yifeng Shen, Ruijie Guan

The paper introduces a method called Doubly Robust Functional Representation Learning (DR-FRL) that transforms irregular, time‑varying data into targeted representations for longit…