2024 journal article
When less is more: on the value of "co-training" for semi-supervised software defect predictors
EMPIRICAL SOFTWARE ENGINEERING, 29(2).
2023 journal article
Fair Enough: Searching for Sufficient Measures of Fairness
ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 32(6).
2022 article
Fair-SSL: Building fair ML Software with less data
2022 IEEE/ACM INTERNATIONAL WORKSHOP ON EQUITABLE DATA & TECHNOLOGY (FAIRWARE 2022), pp. 1–8.
2022 journal article
FairMask: Better Fairness via Model-Based Rebalancing of Protected Attributes
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 49(4), 2426–2439.
2021 article
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.
2020 article
Making Fair ML Software using Trustworthy Explanation
2020 35TH IEEE/ACM INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING (ASE 2020), pp. 1229–1233.
2019 article
Investigating the Effects of Gender Bias on GitHub
2019 IEEE/ACM 41ST INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2019), pp. 700–711.
2019 article
Predicting Breakdowns in Cloud Services (with SPIKE)
ESEC/FSE'2019: PROCEEDINGS OF THE 2019 27TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, pp. 916–924.
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