| 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 171, 107474, 2020 | 80 | 2020 |
| Multimarginal optimal transport with a tree-structured cost and the schrodinger bridge problem I Haasler, A Ringh, Y Chen, J Karlsson SIAM Journal on Control and Optimization 59 (4), 2428-2453, 2021 | 72* | 2021 |
| Multi-marginal optimal transport and probabilistic graphical models I Haasler, R Singh, Q Zhang, J Karlsson, Y Chen IEEE Transactions on Information Theory 67 (7), 4647-4668, 2021 | 58 | 2021 |
| 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 67 (9), 4483-4497, 2022 | 33* | 2022 |
| On the complexity of the optimal transport problem with graph-structured cost J Fan, I Haasler, J Karlsson, Y Chen International conference on artificial intelligence and statistics, 9147-9165, 2022 | 23 | 2022 |
| Estimating ensemble flows on a hidden Markov chain I Haasler, A Ringh, Y Chen, J Karlsson 2019 IEEE 58th Conference on Decision and Control (CDC), 1331-1338, 2019 | 22 | 2019 |
| Scalable computation of dynamic flow problems via multimarginal graph-structured optimal transport I Haasler, A Ringh, Y Chen, J Karlsson Mathematics of Operations Research 49 (2), 986-1011, 2024 | 17 | 2024 |
| Optimal steering of ensembles with origin-destination constraints I Haasler, Y Chen, J Karlsson IEEE Control Systems Letters 5 (3), 881-886, 2020 | 16 | 2020 |
| Tracking and sensor fusion in direction of arrival estimation using optimal mass transport F Elvander, I Haasler, A Jakobsson, J Karlsson 2018 26th European Signal Processing Conference (EUSIPCO), 1617-1621, 2018 | 16 | 2018 |
| Control and estimation of ensembles via structured optimal transport I Haasler, J Karlsson, A Ringh IEEE Control Systems Magazine 41 (4), 50-69, 2021 | 15 | 2021 |
| 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 62 (4), 2176-2202, 2024 | 9 | 2024 |
| Non-coherent sensor fusion via entropy regularized optimal mass transport F Elvander, I Haasler, A Jakobsson, J Karlsson ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 9 | 2019 |
| Incremental inference of collective graphical models R Singh, I Haasler, Q Zhang, J Karlsson, Y Chen IEEE Control Systems Letters 5 (2), 421-426, 2020 | 6 | 2020 |
| Bures-wasserstein means of graphs I Haasler, P Frossard International Conference on Artificial Intelligence and Statistics, 1873-1881, 2024 | 5 | 2024 |
| Mean field type control with species dependent dynamics via structured tensor optimization A Ringh, I Haasler, Y Chen, J Karlsson IEEE Control Systems Letters 7, 2898-2903, 2023 | 5 | 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 74, 100846, 2023 | 4 | 2023 |
| Multi-frequency tracking via group-sparse optimal transport I Haasler, F Elvander IEEE Control Systems Letters, 2024 | 3 | 2024 |
| Efficient computations of multi-species mean field games via graph-structured optimal transport A Ringh, I Haasler, Y Chen, J Karlsson 2021 60th IEEE Conference on Decision and Control (CDC), 5261-5268, 2021 | 3 | 2021 |
| Gene regulatory network inference from single-cell data using optimal transport F Lamoline, I Haasler, J Karlsson, J Gonçalves, A Aalto bioRxiv, 2024.05. 24.595731, 2024 | 2 | 2024 |
| Mixtures of ensembles: System separation and identification via optimal transport F Elvander, I Haasler arXiv preprint arXiv:2503.13362, 2025 | 1 | 2025 |
Johan KarlssonProfessor, Department of Mathematics, KTH Royal Institute of TechnologyVerified email at math.kth.se
