Yixi Xu

发表

TWO COMPONENT SEMIPARAMETRIC DENSITY MIXTURE MODELS WITH A KNOWN COMPONENT

Botao Hao, Jiasen Yang, A. Bhadra, 2018 .

MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models

S. Mukherjee, J. Ferres, Xiyang Liu, 2020, ArXiv.

Evaluating the generalizability of deep learning image classi�cation algorithms to detect middle ear disease using otoscopy

Yixi Xu, 2022 .

Mace: A flexible framework for membership privacy estimation in generative models

S. Mukherjee, Shruti Tople, J. Ferres, 2020, Trans. Mach. Learn. Res..

Protecting GANs against privacy attacks by preventing overfitting

S. Mukherjee, J. Ferres, Anusua Trivedi, 2019, ArXiv.

Machine Learning-based Derivation and External Validation of a Tool to Predict Death and Development of Organ Failure in Hospitalized Patients with COVID-19

J. Ferres, W. Liles, P. Bhatraju, 2021, Scientific Reports.

Reimagining leprosy elimination with AI analysis of a combination of skin lesion images with demographic and clinical data

Sander W. Timmer, J. Ferres, A. Navarini, 2022, Lancet regional health. Americas.

privGAN: Protecting GANs from membership inference attacks at low cost to utility

Juan Lavista Ferres, Anusua Trivedi, Yixi Xu, 2019, Proc. Priv. Enhancing Technol..

Becoming Good at AI for Good

I. Klyuzhin, D. Tanner, S. Mukherjee, 2021, AIES.

Understanding Weight Normalized Deep Neural Networks with Rectified Linear Units

Xiao Wang, Yixi Xu, Xiao Wang, 2018, NeurIPS.

Identifying long-term effects of SARS-CoV-2 and their association with social determinants of health in a cohort of over one million COVID-19 survivors

Shwetak N. Patel, S. Mukherjee, J. Ferres, 2021, BMC public health.