no code implementations • 1 Jan 2022 • Yingqiang Ge, Xiaoting Zhao, Lucia Yu, Saurabh Paul, Diane Hu, Chu-Cheng Hsieh, Yongfeng Zhang
One conspicuous approach is to seek a Pareto efficient solution to guarantee optimal compromises between utility and fairness.
2 code implementations • ICML 2020 • Jimmy Lin, Chudi Zhong, Diane Hu, Cynthia Rudin, Margo Seltzer
Decision tree optimization is notoriously difficult from a computational perspective but essential for the field of interpretable machine learning.
no code implementations • 11 Dec 2018 • Xiaoting Zhao, Raphael Louca, Diane Hu, Liangjie Hong
Industry-scale recommendation systems have become a cornerstone of the e-commerce shopping experience.
no code implementations • NeurIPS 2010 • Diane Hu, Laurens Maaten, Youngmin Cho, Sorin Lerner, Lawrence K. Saul
When software developers modify one or more files in a large code base, they must also identify and update other related files.