conf.directory

Federated Learning

74 talks about Federated Learning

Privacy Preserving ML with Fully Homomorphic Encryption
56:58
Advanced

Privacy Preserving ML with Fully Homomorphic Encryption

Jordan Frery Benoit Chevallier-Mames
Google Tech Talks
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June 21 2024
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EIFFeL: Ensuring Integrity for Federated Learning
31:26
Advanced

EIFFeL: Ensuring Integrity for Federated Learning

Amrita Roy Chowdhury
Google Tech Talks
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May 30 2023
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Secure Self-supervised Learning
40:27
Advanced

Secure Self-supervised Learning

Neil Gong
Google Tech Talks
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January 18 2023
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Privacy-Aware Compression for Federated Learning
33:09
Advanced

Privacy-Aware Compression for Federated Learning

Kamalika Chaudhuri
Google Tech Talks
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January 18 2023
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Federated Learning with Formal User-Level Differential Privacy Guarantees
30:53
Advanced

Federated Learning with Formal User-Level Differential Privacy Guarantees

Abhradeep Thakurta
Google Tech Talks
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January 18 2023
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Heterogeneity-Aware Algorithms for Federated Optimization
33:56
Advanced

Heterogeneity-Aware Algorithms for Federated Optimization

Gauri Joshi
Google Tech Talks
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January 18 2023
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Welcome and Federated Learning and Analytics at Google
31:16
Intermediate

Welcome and Federated Learning and Analytics at Google

Brendan McMahan
Google Tech Talks
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January 18 2023
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Information-Constrained Optimization: Can Adaptive Processing of Gradients Help?
09:24
Advanced

Information-Constrained Optimization: Can Adaptive Processing of Gradients Help?

Jayadev Acharya
Google Tech Talks
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February 9 2022
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Differential privacy dynamics of noisy gradient descent
10:21
Advanced

Differential privacy dynamics of noisy gradient descent

Jiayuan Ye
Google Tech Talks
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February 9 2022
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Consistent Spectral Clustering of Network Block Models under Local Differential Privacy
10:01
Advanced

Consistent Spectral Clustering of Network Block Models under Local Differential Privacy

Jonathan Hehir & Aleksandra Slavkovic
Google Tech Talks
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February 9 2022
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The Skellam Mechanism for Differentially Private Federated Learning
10:08
Advanced

The Skellam Mechanism for Differentially Private Federated Learning

Ken Liu
Google Tech Talks
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February 9 2022
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Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning
10:16
Advanced

Improved Information Theoretic Generalization Bounds for Distributed and Federated Learning

Leighton Pate Barnes
Google Tech Talks
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February 9 2022
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