PUBLICATIONS

 Conference Papers

Iloska, M., Djuric, P., and Bugallo, M. “Fast Sparse Learning from Streaming Data with LASSO. ,” International Conference of Acoustics, Speech, and Signal Processing (ICASSP) 2025.

Zhao, X., Iloska, M., El-laham, Y., and Bugallo, M. “Fusion of Information in Multiple Particle Filtering in the Presence of Unknown Static Parameters. ,” International Conference of Acoustics, Speech, and Signal Processing (ICASSP) 2025.

Butler, K., Iloska, M., Djuric, P. “Counterfactual Predictions with Vector Autoregressive Processes”. European Signal Processing Conference (EUSIPCO) 2024.

Iloska, M., Bugallo, M. “Generalized Two-Stage Particle Filter for High Dimensions. ,” International Conference of Acoustics, Speech, and Signal Processing (ICASSP) 2023.

Iloska, M., and Bugallo, M. “State-space partitioning schemes in multiple particle filtering for improved accuracy,” European Signal Processing Conference (EUSIPCO) 2022.

Iloska, M., El-laham, Y., Bugallo, M. “A particle Gibbs sampling approach to topology estimation in gene regulatory networks,” International Conference of Acoustics, Speech, and Signal Processing (ICASSP) 2020.

Journal Papers

Iloska, M., Bugallo, M., Djuric, P. “Transdimensional Model Learning with Online Feature Selection based on Predictive Least Squares.” IEEE Transactions on Signal Processing 2025.

Iloska, M., Boscoboinik, J.A., Wu, Q. and Bugallo, M.F., Particle Markov Chain Monte Carlo Approach to Inference in Transient Surface Kinetics. Journal of Chemical Theory and Computation. 2025.

Shukla J, Qu X, Darbari Z, Iloska M, Boscoboinik JA, Wu Q. Discovering CO Adsorption and Desorption Pathways from Chemical Reaction Neural Network Modeling of Transient Kinetics Spectroscopy. The Journal of Physical Chemistry Letters. 2024 Dec 11;16:3562-70.

Avanesian, T., Darbari, Z., Iloska, M., Boskoboinic, A., Wu, Q. “Investigation of coverage dependences of the stretching frequency of CO onto Pd surfaces at low coverage limit. Surface Science. 2024

Darbari, Z., Iloska, M., Bugallo, M., and Boscoboinik., A. “Addition of Transient Kinetics Capabilities to an Infrared Reflection Absorption Spectroscopy System through Synchronized Gas Pulsing and Data Acquisition,” Catalysis Today. 2022.

Iloska, M., El-Laham, Y., and Bugallo, M. “Graphical network and topology estimation for autoregressive models using Gibbs sampling,” Signal Processing, vol. 190, pp. 108303, 2022.

Kim J. K., Jin, C., Park, J., Iloska, M., Kim, M., Seo, D., Jung, J., Kim, T., and Kim, J. “Synthesis of boron nitride nanotubes incorporated with Pd and Pt nanoparticles for catalytic oxidation of carbon monoxide,” Industrial& Engineering Chemistry Research , vol. 58, no. 43, pp. 20154–20161, 2019.

Tabassum, T., Iloska, M., Scuereb, D., Taira, N., Jin, C., Zaitsev, V., Afshar, F., and Kim, T. “Development and application of 3D printed mesoreactors in chemical engineering education,” Journal of Chemical Education, vol. 95, no. 5, pp. 783–790, 2018.