14 citations · 32 across the 9 of their papers we have counts for
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cs.CR2021★ 12 cited
Towards Quantifying the Carbon Emissions of Differentially Private Machine Learning
Rakshit Naidu, Harshita Diddee, Ajinkya Mulay +3
In recent years, machine learning techniques utilizing large-scale datasets have achieved remarkable performance. Differential privacy, by means of adding noise, provides strong pr…
cs.CL2021
Evaluating Gender Bias in Hindi-English Machine Translation
Gauri Gupta, Krithika Ramesh, Sanjay Singh
With language models being deployed increasingly in the real world, it is essential to address the issue of the fairness of their outputs. The word embedding representations of the…