Stephen Macke

Accelerating Human-in-the-loop Machine Learning

Doris Xin, Litian Ma, Jialin Liu et al. · 2018 · 117 citations

Artificial Intelligence, Engineering, Machine Learning +18

Results of applying the Personal Software Process

Pat Ferguson, Watts S. Humphrey, S. Khajenoori et al. · Computer · 1997 · 107 citations

Software Maintenance, Engineering, Industrial Engineering +19

A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead.

Doris Jung Lin Lee, Stephen Macke, Doris Xin et al. · IEEE Data(base) Engineering Bulletin · 2019 · 51 citations

Automated Software Engineering, Engineering, Human-in-the-loop +8

HELIX

Doris Xin, Stephen Macke, Litian Ma et al. · Proceedings of the VLDB Endowment · 2018 · 48 citations

Artificial Intelligence, Llm Fine-tuning, Engineering +17

Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities

Doris Xin, Litian Ma, Jialin Liu et al. · arXiv (Cornell University) · 2018 · 16 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18