SAPIENTML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions

Ripon K. Saha, Akira Ura, Sonal Mahajan, Chenguang Zhu 0002, Linyi Li, Yang Hu, Hiroaki Yoshida, Sarfraz Khurshid, Mukul R. Prasad. SAPIENTML: Synthesizing Machine Learning Pipelines by Learning from Human-Written Solutions. In 44th IEEE/ACM 44th International Conference on Software Engineering, ICSE 2022, Pittsburgh, PA, USA, May 25-27, 2022. pages 1932-1944, IEEE, 2022. [doi]

Abstract

Abstract is missing.