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05/25/2023
Differentially Private Latent Diffusion Models
Diffusion models (DMs) are widely used for generating high-quality image...
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01/31/2023
Differentially Private Kernel Inducing Points (DP-KIP) for Privacy-preserving Data Distillation
While it is tempting to believe that data distillation preserves privacy...
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11/25/2021
DP-SEP! Differentially Private Stochastic Expectation Propagation
We are interested in privatizing an approximate posterior inference algo...
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06/09/2021