Konstantinos Gourgoulias

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 6

Top Topics

Generative Process

Pitman Yor Process

Prior Information

Top Venues

IEEE Trans. Inf. Theory

J. Comput. Phys.

SIAM J. Sci. Comput.

Publications

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
Information criteria for quantifying loss of reversibility in parallelized KMC. J. Comput. Phys. 328 (2017)
Konstantinos Gourgoulias, Markos A. Katsoulakis, Luc Rey-Bellet, Jie Wang
How biased is your model? Concentration Inequalities, Information and Model Bias. CoRR (2017)
Laura Douglas, Iliyan Zarov, Konstantinos Gourgoulias, Chris Lucas, Chris Hart, Adam Baker, Maneesh Sahani, Yura Perov, Saurabh Johri
A Universal Marginalizer for Amortized Inference in Generative Models. CoRR (2017)
Konstantinos Gourgoulias, Markos A. Katsoulakis, Luc Rey-Bellet
Information Metrics For Long-Time Errors in Splitting Schemes For Stochastic Dynamics and Parallel Kinetic Monte Carlo. SIAM J. Sci. Comput. 38 (6) (2016)
Konstantinos Gourgoulias, Markos A. Katsoulakis, Luc Rey-Bellet
Information Criteria for quantifying loss of reversibility in parallelized KMC. CoRR (2016)