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Truthful Linear Regression

Published on 2015-08-203299 Views

Rachel Cummings

We consider the problem of fitting a linear model to data held by individuals who are concerned about their privacy. Incentivizing most players to report their data to the analyst truthfully constrain

COLT 2015 - Paris

Related categories

Active LearningComputational Learning TheoryReinforcement LearningSemi-supervised LearningOn-line Learning

Presentation

Truthful Linear Regression00:00
Standars Linear Progession Setting - 100:12
Standars Linear Progession Setting - 201:37
Standars Linear Progession Setting - 301:58
Standars Linear Progession Setting - 402:01
Standars Linear Progession Setting - 502:07
Standars Linear Progession Setting - 602:09
Standars Linear Progession Setting - 702:12
Privacy02:57
Truthfulness - 104:11
Truthfulness - 204:16
Main result - 105:23
Main result - 206:47