Panagiota Birmpa

According to our database, Panagiota Birmpa authored at least 5 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Graph-Informed Adversarial Modeling: Infimal Subadditivity of Interpolative Divergences.

Panagiota Birmpa, Eric Joseph Hall

CoRR, March, 2026

2024

Lipschitz-Regularized Gradient Flows and Generative Particle Algorithms for High-Dimensional Scarce Data.

Hyemin Gu, Panagiota Birmpa, Yannis Pantazis, Luc Rey-Bellet, Markos A. Katsoulakis

SIAM J. Math. Data Sci., 2024

2022

Model Uncertainty and Correctability for Directed Graphical Models.

Panagiota Birmpa, Jinchao Feng, Markos A. Katsoulakis, Luc Rey-Bellet

SIAM/ASA J. Uncertain. Quantification, 2022

Lipschitz regularized gradient flows and latent generative particles.

Hyemin Gu, Panagiota Birmpa, Yannis Pantazis, Luc Rey-Bellet, Markos A. Katsoulakis

CoRR, 2022

2021

Uncertainty Quantification for Markov Random Fields.

Panagiota Birmpa, Markos A. Katsoulakis

SIAM/ASA J. Uncertain. Quantification, 2021