Mixtures of ensembles: System separation and identification via optimal transport. F. Elvander, I. Haasler. IEEE Control Systems Letters, 2025.
Dynamik gene regulatory network inference from single-cell data using optimal transport. F. Lamoline, I. Haasler, J. Karlsson, J. Gonçalves, A. Aalto. Bioinformatics, 2025.
Multi-frequency tracking via group-sparse optimal transport. I. Haasler, F. Elvander. IEEE Control Systems Letters, 2024.
Graph-structured tensor optimization for nonlinear density control and mean field games. A. Ringh, I. Haasler, Y. Chen, J. Karlsson. SIAM Journal on Control and Optimization, 2024.
Scalable computation of dynamic flow problems via multi-marginal graph-structured optimal transport. I. Haasler, A. Ringh, Y. Chen, J. Karlsson. Mathematics of Operations Research, 2024.
Mean field type control with species dependent dynamics via structured tensor optimization. A. Ringh, I. Haasler, Y. Chen, J. Karlsson. Control System Letters, 2023.
Estimating pollution spread in water networks as a Schrödinger bridge problem with partial information. M. Mascherpa, I. Haasler, B. Ahlgren, J. Karlsson. European Journal of Control, 2023.
Inference with Aggregate Data in Probabilistic Graphical Models: An Optimal Transport Approach. R. Singh, I. Haasler, Q. Zhang, J. Karlsson, Y. Chen. IEEE Transactions on Automatic Control, 2022.
Control and estimation of ensembles via structured optimal transport: A computational approach based on entropy-regularized multi-marginal optimal transport. I. Haasler, J. Karlsson, A. Ringh. IEEE Control Systems Magazine, 2021.
Multi-marginal optimal transport with a tree-structured cost and the Schrödinger bridge problem. I. Haasler, A. Ringh, Y. Chen, and J. Karlsson. SIAM Journal on Control and Optimization, 2021. [Best SICON Paper Prize]
Multi-marginal optimal transport and probabilistic graphical models. I. Haasler, R. Singh, Q. Zhang, J. Karlsson, Y. Chen. IEEE Transactions on Information Theory, 2021. [Python code]
Optimal Steering of Ensembles With Origin-Destination Constraints. I. Haasler, Y. Chen, J. Karlsson. IEEE Control Systems Letters, 2020.
Incremental inference of collective graphical models. R. Singh, I. Haasler, Q. Zhang, J. Karlsson, Y. Chen. IEEE Control Systems Letters, 2020.
Multi-marginal optimal transport using partial information with applications in robust localization and sensor fusion. F. Elvander, I. Haasler, A. Jakobsson, J. Karlsson. Signal processing, 2020. [Matlab code]
Subgraph matching via partial optimal transport. W. Pan, I. Haasler, P. Frossard. IEEE International Symposium on Information Theory, 2024.
Bures-Wasserstein Means of Graphs. I. Haasler, P. Frossard. Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, 2024.
On the complexity of the optimal transport problem with graph-structured cost. J. Fan, I. Haasler, J. Karlsson, Y. Chen. Proceedings of The 25th International Conference on Artificial Intelligence and Statistics, 2022.
Efficient computations of multi-species mean field games via graph-structured optimal transport. A. Ringh, I. Haasler, Y. Chen, and J. Karlsson. IEEE Conference on Decision and Control, 2021.
Estimating ensemble flows on a hidden Markov chain. I. Haasler, A. Ringh, Y. Chen, and J. Karlsson. IEEE Conference on Decision and Control, 2019.
Non-coherent sensor fusion via entropy regularized optimal mass transport. F. Elvander, I. Haasler, A. Jakobsson, and J. Karlsson. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2019.
Tracking and Sensor Fusion in Direction of Arrival Estimation Using Optimal Mass Transport. F. Elvander, I. Haasler, A. Jakobsson, and J. Karlsson. European Signal Processing Conference, 2018.
Graph-structured multi-marginal optimal transport: Theory, applications, and efficient methods using entropy regularization. I. Haasler. Doctoral thesis, KTH Royal Institute of Technology, 2022.
A predictor corrector method for a Finite Element Method for the variable density Navier-Stokes equations. I. Haasler. Master thesis, KTH Royal Institute of Technology, 2017.