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Fair-SSL: Building fair ML Software with less data
2022 IEEE/ACM INTERNATIONAL WORKSHOP ON EQUITABLE DATA & TECHNOLOGY (FAIRWARE 2022), pp. 1–8.
Methods for Stabilizing Models Across Large Samples of Projects (with case studies on Predicting Defect and Project Health)
2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022), pp. 566–578.
2022 journal article
Revisiting process versus product metrics: a large scale analysis
EMPIRICAL SOFTWARE ENGINEERING, 27(3).
Bias in Machine Learning Software: Why? How? What to Do?
PROCEEDINGS OF THE 29TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING (ESEC/FSE '21), pp. 429–440.
Early Life Cycle Software Defect Prediction. Why? How?
2021 IEEE/ACM 43RD INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2021), pp. 448–459.