A Particle Gibbs Sampling Approach to Topology Inference in Gene Regulatory Networks. - Marija Iloska; Yousef El-Laham; Mónica F. Bugallo (ICASSP, 2020)

State-Space Partitioning Schemes in Multiple Particle Filtering for Improved Accuracy. - Marija Iloska; Mónica F. Bugallo (EUSIPCO, 2022)

Graphical network and topology estimation for autoregressive models using Gibbs sampling. - Marija Iloska; Yousef El-Laham; Mónica F. Bugallo (Signal Process., 2022)

Generalized Two-Stage Particle Filter for High Dimensions. - Marija Iloska; Mónica F. Bugallo (ICASSP, 2023)

On Counterfactual Interventions in Vector Autoregressive Models. - Kurt Butler; Marija Iloska; Petar M. Djuric (EUSIPCO, 2024)

Fast Sparse Learning from Streaming Data with LASSO. - Marija Iloska; Petar M. Djuric; Mónica F. Bugallo (ICASSP, 2025)

Fusion Strategies in Multiple Particle Filtering in the Presence of Shared Unknown Static Parameters. - Xiaokun Zhao; Marija Iloska; Mónica F. Bugallo (ICASSP Workshops, 2025)

Fusion of Information in Multiple Particle Filtering in the Presence of Unknown Static Parameters. - Xiaokun Zhao; Marija Iloska; Yousef El-Laham; Mónica F. Bugallo (ICASSP, 2025)

Transdimensional Model Learning With Online Feature Selection Based on Predictive Least Squares. - Marija Iloska; Mónica F. Bugallo; Petar M. Djuric (IEEE Trans. Signal Process., 2025)