22 citations · 23 across the 2 of their papers we have counts for
3 papers
Training Data Leakage Analysis in Language Models
Huseyin A. Inan, Osman Ramadan, Lukas Wutschitz +4
Recent advances in neural network based language models lead to successful deployments of such models, improving user experience in various applications. It has been demonstrated t…
N-grams Bayesian Differential Privacy
Osman Ramadan, James Withers, Douglas Orr
Differential privacy has gained popularity in machine learning as a strong privacy guarantee, in contrast to privacy mitigation techniques such as k-anonymity. However, applying di…
Transient amplifiers of selection and reducers of fixation for death-Birth updating on graphs
Benjamin Allen, Christine Sample, Robert Jencks +7
The spatial structure of an evolving population affects which mutations become fixed. Some structures amplify selection, increasing the likelihood that beneficial mutations become…