Scalable information inequalities for uncertainty quantification. - Markos A. Katsoulakis; Luc Rey-Bellet; Jie Wang 030 (J. Comput. Phys., 2017)

A Variational Formula for Rényi Divergences. - Jeremiah Birrell; Paul Dupuis; Markos A. Katsoulakis; Luc Rey-Bellet; Jie Wang 030 (CoRR, 2020)

How Biased Is Your Model? Concentration Inequalities, Information and Model Bias. - Konstantinos Gourgoulias; Markos A. Katsoulakis; Luc Rey-Bellet; Jie Wang 030 (IEEE Trans. Inf. Theory, 2020)

Variational Representations and Neural Network Estimation of Rényi Divergences. - Jeremiah Birrell; Paul Dupuis; Markos A. Katsoulakis; Luc Rey-Bellet; Jie Wang 030 (SIAM J. Math. Data Sci., 2021)