Seminars & Colloquia
"LibAUC: A Deep Learning Library for X-measure Optimization "
Monday February 28, 2022 01:30 PM
Location: 3211, EB2 NCSU Centennial Campus
Zoom Meeting Info (Visitor parking instructions)
Abstract: In this talk, I will present our recent research efforts of developing a deep learning library called LibAUC, which is applicable for solving a variety of compositional measures. I will first present some background about optimization for machine learning and then introduce you a broad family of compositional measures/objectives called X-measure. Then I will focus on optimizing two measures, namely areas under ROC curves (AUROC) and areas under Precision-Recall curves (AUPRC) by talking about our theoretical research for designing algorithms and improving complexities, and our applied research for winning medical AI challenges.
Short Bio: Not listed
Special Instructions: Please do not list this candidate's name. I did not put his bio on the page. As a note, he requested that we not advertise his talk on a public website and just advertise it to our faculty and students
Host: Min Chi, CSC