Accuracy First: Selecting a Differential Privacy Level for
Accuracy-Constrained ERMNeural Information Processing Systems (NeurIPS), 2017 |
The Price of Differential Privacy For Online LearningInternational Conference on Machine Learning (ICML), 2017 |
Learning from Data with Heterogeneous Noise using SGDInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2014 |
Differentially Private Linear Algebra in the Streaming ModelIACR Cryptology ePrint Archive (IACR ePrint), 2014 |
The Large Margin Mechanism for Differentially Private MaximizationNeural Information Processing Systems (NeurIPS), 2014 |