research
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07/04/2023
Fast Private Kernel Density Estimation via Locality Sensitive Quantization
We study efficient mechanisms for differentially private kernel density ...
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06/10/2023
Explaining a machine learning decision to physicians via counterfactuals
Machine learning models perform well on several healthcare tasks and can...
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02/26/2018
Multi-Commodity Flow with In-Network Processing
Modern networks run "middleboxes" that offer services ranging from netwo...
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02/18/2018