In this paper, we introduce TPSR, a novel transformer-based planning framework for symbolic regression by leveraging priors of large-scale pretrained models and incorporating lookahead planning. TPSR ...

Abdominal aortic calcification (AAC) is an independent risk factor for cardiovascular disease. We aim to examine the associations between Life's Essential 8 (LE8), the recently updated measurement of ...

Abstract: Additive quantile regression provides a flexible and robust approach for modeling nonlinear relationships. The usual method of fitting an additive quantile model is to approximate the ...

Abstract: Symbolic regression is a machine learning technique that can learn the equations governing data and thus has the potential to transform scientific discovery. However, symbolic regression is ...