Falcon: Fair Active Learning using Multi-armed BanditsProceedings of the VLDB Endowment (PVLDB), 2024 |
BClean: A Bayesian Data Cleaning SystemIEEE International Conference on Data Engineering (ICDE), 2023 |
REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in
ML PipelinesInternational Conference on Extending Database Technology (EDBT), 2023 |
Quality issues in Machine Learning Software SystemsEmpirical Software Engineering (EMSE), 2022 |