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cond-mat.dis-nn2022★ 1 cited
Effective Dynamics of Generative Adversarial Networks
Steven Durr, Youssef Mroueh, Yuhai Tu +1
Generative adversarial networks (GANs) are a class of machine-learning models that use adversarial training to generate new samples with the same (potentially very complex) statist…
cs.LG2022★ 2 cited
Auditing Differential Privacy in High Dimensions with the Kernel Quantum Rényi Divergence
Carles Domingo-Enrich, Youssef Mroueh
Differential privacy (DP) is the de facto standard for private data release and private machine learning. Auditing black-box DP algorithms and mechanisms to certify whether they sa…