Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks

Jiayuan Ye 0001, Zhenyu Zhu, Fanghui Liu 0001, Reza Shokri, Volkan Cevher. Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Jiayuan Ye 0001

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Zhenyu Zhu

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Fanghui Liu 0001

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Reza Shokri

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Volkan Cevher

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