Adaptive Data Analysis
نویسنده
چکیده
These lecture notes are based on [BNS+16] and were compiled for a guest lecture in the course CS229r “Information Theory in Computer Science” taught by Madhu Sudan at Harvard University in Spring 2016. Menu for today’s lecture: • Motivation • Model • Overfitting & comparison to non-adaptive data analysis • What can we do adaptively? • KL Divergence recap • Proof • Differential privacy (time permitting)
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تاریخ انتشار 2016