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18 Results
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Poster
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Distributed Differential Privacy in Multi-Armed Bandits Sayak Ray Chowdhury · Xingyu Zhou |
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Poster
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Differentially Private L2-Heavy Hitters in the Sliding Window Model Jeremiah Blocki · Seunghoon Lee · Tamalika Mukherjee · Samson Zhou |
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Poster
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Tue 2:30 |
Easy Differentially Private Linear Regression Kareem Amin · Matthew Joseph · Mónica Ribero · Sergei Vassilvitskii |
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Poster
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Tue 7:30 |
Private Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses Andrew Lowy · Meisam Razaviyayn |
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Workshop
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Zero redundancy distributed learning with differential privacy (Oral) Zhiqi Bu · Justin Chiu · Ruixuan Liu · Yu-Xiang Wang · Sheng Zha · George Karypis |
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Poster
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Wed 2:30 |
Stochastic Differentially Private and Fair Learning Andrew Lowy · Devansh Gupta · Meisam Razaviyayn |
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Poster
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Differentially Private Adaptive Optimization with Delayed Preconditioners Tian Li · Manzil Zaheer · Ken Liu · Sashank Reddi · H. Brendan McMahan · Virginia Smith |
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Poster
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Tue 2:30 |
CANIFE: Crafting Canaries for Empirical Privacy Measurement in Federated Learning Samuel Maddock · Alexandre Sablayrolles · Pierre Stock |
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Oral
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Wed 7:00 |
Disparate Impact in Differential Privacy from Gradient Misalignment Maria Esipova · Atiyeh Ashari Ghomi · Yaqiao Luo · Jesse Cresswell |
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Poster
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Wed 7:30 |
Disparate Impact in Differential Privacy from Gradient Misalignment Maria Esipova · Atiyeh Ashari Ghomi · Yaqiao Luo · Jesse Cresswell |
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Poster
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Statistical Theory of Differentially Private Marginal-based Data Synthesis Algorithms Ximing Li · Chendi Wang · Guang Cheng |
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Poster
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Wed 2:30 |
Individual Privacy Accounting with Gaussian Differential Privacy Antti Koskela · Marlon Tobaben · Antti Honkela |