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Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy., , , and . PPMLP@CCS, page 15-19. ACM, (2020)Investigating Learning in Deep Neural Networks using Layer-Wise Weight Change., , , , and . CoRR, (2020)Investigating Learning in Deep Neural Networks Using Layer-Wise Weight Change., , , , and . SAI (2), volume 284 of Lecture Notes in Networks and Systems, page 678-693. Springer, (2021)Benchmarking Differential Privacy and Federated Learning for BERT Models., , , , , and . CoRR, (2021)Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models., , , , , , , , , and 440 other author(s). CoRR, (2022)Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages., , , , , , , , , and 1 other author(s). WMT, page 1001-1014. Association for Computational Linguistics, (2022)DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?, , , , , , and . CoRR, (2021)AfriNames: Most ASR Models "Butcher" African Names., , , , , , and . INTERSPEECH, page 5077-5081. ISCA, (2023)AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR., , , , , , , , , and 1 other author(s). Trans. Assoc. Comput. Linguistics, (2023)Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models., , , , , , , , , and 440 other author(s). Trans. Mach. Learn. Res., (2023)