max planck institut
MPI-INF or MPI-SWS or Local Campus Event Calendar
What and Who
|Title:||Differential Privacy as a Learning Problem|
|coming from:||IBM Almaden|
|Visibility:||D1, D2, D3, D4, D5, RG1, SWS, MMCI|
We use this to send out email in the morning.
Date, Time and Location
|Date:||Monday, 19 November 2012|
This talk is about privacy-preserving analysis of sensitive data. We are interested in algorithms that satisfy the strong privacy guarantee known as differential privacy.
We show how to interpret differentially private data analysis as a learning problem. We use this connection to give several powerful algorithms for this task.
We conclude with the main algorithmic challenges that remain open.
I will assume no knowledge of differential privacy.
|Video Broadcast:||No||To Location:|
Tags, Category, Keywords and additional notes
|Created by:||Kurt Mehlhorn/AG1/MPII/DE, 05/25/2012 04:52 PM||Last modified by:||Uwe Brahm/MPII/DE, 11/24/2016 04:13 PM|
- Kurt Mehlhorn, 11/15/2012 08:55 AM
- Kurt Mehlhorn, 05/25/2012 04:52 PM -- Created document.