Follow
Isabel Haasler
Isabel Haasler
Postdoctoral researcher, EPFL
Verified email at kth.se
Title
Cited by
Cited by
Year
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
642020
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
55*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
472021
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
29*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
212019
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
182022
Optimal steering of ensembles with origin-destination constraints
I Haasler, Y Chen, J Karlsson
IEEE Control Systems Letters 5 (3), 881-886, 2020
132020
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
122018
Scalable computation of dynamic flow problems via multimarginal graph-structured optimal transport
I Haasler, A Ringh, Y Chen, J Karlsson
Mathematics of Operations Research, 2023
92023
Control and estimation of ensembles via structured optimal transport
I Haasler, J Karlsson, A Ringh
IEEE Control Systems Magazine 41 (4), 50-69, 2021
82021
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
72019
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
62020
Multi-frequency tracking via group-sparse optimal transport
I Haasler, F Elvander
arXiv preprint arXiv:2402.19345, 2024
22024
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
22021
Graph-structured tensor optimization for nonlinear density control and mean field games
A Ringh, I Haasler, Y Chen, J Karlsson
arXiv preprint arXiv:2112.05645, 2021
22021
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
12023
Bures-Wasserstein means of graphs
I Haasler, P Frossard
arXiv preprint arXiv:2305.19738, 2023
12023
Mean field type control with species dependent dynamics via structured tensor optimization
A Ringh, I Haasler, Y Chen, J Karlsson
IEEE Control Systems Letters, 2023
2023
Graph-structured multi-marginal optimal transport: Theory, applications, and efficient methods using entropy regularization
I Haasler
KTH Royal Institute of Technology, 2022
2022
28 Optimal Transport for Applications in Control and Estimation
Y CHEN, J KARLSSON, A RINGH, A TAGHVAEI, PG MEHTA, I HAASLER, ...
IEEE CONTROL SYSTEMS, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–20