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10/20/2022
Private Algorithms with Private Predictions
When applying differential privacy to sensitive data, a common way of ge...
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08/15/2022
Easy Differentially Private Linear Regression
Linear regression is a fundamental tool for statistical analysis. This h...
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01/27/2022
Plume: Differential Privacy at Scale
Differential privacy has become the standard for private data analysis, ...
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02/23/2021
Learning with User-Level Privacy
We propose and analyze algorithms to solve a range of learning tasks und...
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11/04/2019
Pan-Private Uniformity Testing
A centrally differentially private algorithm maps raw data to differenti...
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05/15/2017
Repeated Inverse Reinforcement Learning
We introduce a novel repeated Inverse Reinforcement Learning problem: th...
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01/25/2016
Towards Resolving Unidentifiability in Inverse Reinforcement Learning
We consider a setting for Inverse Reinforcement Learning (IRL) where the...
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02/14/2012