Jie Wang

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 6

Top Topics

Distributed Representations

Domain Knowledge

Partial Information

Kullback Leibler

Top Venues

IEEE Trans. Inf. Theory

SIAM J. Math. Data Sci.

J. Comput. Phys.

Publications

Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang
Variational Representations and Neural Network Estimation of Rényi Divergences. SIAM J. Math. Data Sci. 3 (4) (2021)
Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang
A Variational Formula for Rényi Divergences. CoRR (2020)
Konstantinos Gourgoulias, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang
How Biased Is Your Model? Concentration Inequalities, Information and Model Bias. IEEE Trans. Inf. Theory 66 (5) (2020)
Konstantinos Gourgoulias, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang
How biased is your model? Concentration Inequalities, Information and Model Bias. CoRR (2017)
Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang
Scalable information inequalities for uncertainty quantification. J. Comput. Phys. 336 (2017)
Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang
Scalable Information Inequalities for Uncertainty Quantification. CoRR (2016)