12 citations · 12 across the 5 of their papers we have counts for
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cs.CR2022
LOCKS: User Differentially Private and Federated Optimal Client Sampling
Ajinkya K Mulay
With changes in privacy laws, there is often a hard requirement for client data to remain on the device rather than being sent to the server. Therefore, most processing happens on…
stat.ME2022
Private Hypothesis Testing for Social Sciences
Ajinkya K Mulay, Sean Lane, Erin Hennes
While running any experiment, we often have to consider the statistical power to ensure an effective study. Statistical power or power ensures that we can observe an effect with hi…
stat.ME2022
PowerGraph: Using neural networks and principal components to determine multivariate statistical power trade-offs
Ajinkya K Mulay, Sean Lane, Erin Hennes
Statistical power estimation for studies with multiple model parameters is inherently a multivariate problem. Power for individual parameters of interest cannot be reliably estimat…