no code implementations • 23 Jan 2024 • Xun Xian, Ganghua Wang, Xuan Bi, Jayanth Srinivasa, Ashish Kundu, Mingyi Hong, Jie Ding
Subsequently, we employ a classifier that is jointly trained with the watermark to detect the presence of the watermark.
no code implementations • 16 Oct 2023 • Ganghua Wang, Xun Xian, Jayanth Srinivasa, Ashish Kundu, Xuan Bi, Mingyi Hong, Jie Ding
The growing dependence on machine learning in real-world applications emphasizes the importance of understanding and ensuring its safety.
no code implementations • 17 Feb 2023 • Yash Travadi, Le Peng, Xuan Bi, Ju Sun, Mochen Yang
However, the economic considerations of the clients, such as fairness and incentive, are yet to be fully explored.
1 code implementation • 8 Nov 2021 • Xuan Bi, Xiaotong Shen
This phenomenon is known as the trade-off between privacy protection and statistical accuracy.
no code implementations • 6 Nov 2020 • Xuan Bi, Gediminas Adomavicius, William Li, Annie Qu
Due to accessible big data collections from consumers, products, and stores, advanced sales forecasting capabilities have drawn great attention from many companies especially in the retail business because of its importance in decision making.
no code implementations • 21 Mar 2019 • Xiwei Tang, Xuan Bi, Annie Qu
This work is motivated by multimodality breast cancer imaging data, which is quite challenging in that the signals of discrete tumor-associated microvesicles (TMVs) are randomly distributed with heterogeneous patterns.
no code implementations • 5 Nov 2017 • Xuan Bi, Annie Qu, Xiaotong Shen
Recommender systems have been widely adopted by electronic commerce and entertainment industries for individualized prediction and recommendation, which benefit consumers and improve business intelligence.