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Activity Number: 105 - Deep Learning and Statistical Modeling with Applications
Type: Invited
Date/Time: Monday, August 3, 2020 : 1:00 PM to 2:50 PM
Sponsor: International Chinese Statistical Association
Abstract #308097
Title: Deep Learning and Statistical Modeling with Applications
Author(s): Yingying Fan*
Companies: USC
Keywords:
Abstract:

In this talk I will introduce some most recent development on reproducible large-scale inference for deep neural networks (DNNs) with the idea of knockoffs. In particular, our suggested method of DeepLINK is fully deep learning based for flexible high-dimensional nonparametric inference with controlled error rate and appealing power.


Authors who are presenting talks have a * after their name.

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