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Differentially Private Stochastic Gradient Descent (DP-SGD)

4 talks about Differentially Private Stochastic Gradient Descent (DP-SGD)

Improving the Privacy Utility Tradeoff in Differentially Private Machine Learning with Public Data
38:18
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Improving the Privacy Utility Tradeoff in Differentially Private Machine Learning with Public Data

Ashwinee Panda & Xinyu Tang
Google Tech Talks
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May 30 2023
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Fast and Memory Efficient Differentially Private-SGD via JL Projections
53:48
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Fast and Memory Efficient Differentially Private-SGD via JL Projections

Sivakanth Gopi
Google Tech Talks
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September 29 2021
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Towards Training Provably Private Models via Federated Learning in Practice
13:27
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Towards Training Provably Private Models via Federated Learning in Practice

Om Thakkar
Google Tech Talks
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June 4 2021
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DP-SGD Privacy Analysis is Tight!
48:20
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DP-SGD Privacy Analysis is Tight!

Milad Nasr
Google Tech Talks
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February 16 2021
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