Aude Hofleitner, Ph.D.
Affiliations: | 2013 | Electrical Engineering and Computer Sciences | University of California, Berkeley, Berkeley, CA, United States |
Area:
Control, Intelligent Systems, and Robotics (CIR)Google:
"Aude Hofleitner"Cross-listing: Robotree
Parents
Sign in to add mentor| Alexandre Bayen | grad student | 2013 | UC Berkeley | |
| (A hybrid approach of physical laws and data-driven modeling for estimation: the example of queuing networks.) | ||||
BETA: Related publications
See more...
Publications
|
You can help our author matching system! If you notice any publications incorrectly attributed to this author, please sign in and mark matches as correct or incorrect. |
| Hofleitner A, Rabbani T, Rafiee M, et al. (2014) Learning and estimation applications of an online homotopy algorithm for a generalization of the LASSO Discrete and Continuous Dynamical Systems - Series S. 7: 503-523 |
| Hofleitner A, Rabbani T, El Ghaoui L, et al. (2013) Online homotopy algorithm for a generalization of the LASSO Ieee Transactions On Automatic Control. 58: 3175-3179 |
| Hofleitner A, Herring R, Abbeel P, et al. (2012) Learning the dynamics of arterial traffic from probe data using a dynamic bayesian network Ieee Transactions On Intelligent Transportation Systems. 13: 1679-1693 |
| Hofleitner A, Côme E, Oukhellou L, et al. (2012) Automatic inference of map attributes from mobile data Ieee Conference On Intelligent Transportation Systems, Proceedings, Itsc. 1687-1692 |
| Hofleitner A, Claudel C, Bayen AM. (2012) Probabilistic formulation of estimation problems for a class of Hamilton-Jacobi equations Proceedings of the Ieee Conference On Decision and Control. 3531-3537 |
| Hofleitner A, Herring R, Bayen A. (2012) Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning Transportation Research Part B: Methodological. 46: 1097-1122 |
| Hofleitner A, Claudel C, Bayen A. (2012) Reconstruction of boundary conditions from internal conditions using viability theory Proceedings of the American Control Conference. 640-645 |
| Hofleitner A, Bayen A. (2011) Optimal decomposition of travel times measured by probe vehicles using a statistical traffic flow model Ieee Conference On Intelligent Transportation Systems, Proceedings, Itsc. 815-821 |
| Hofleitner A, El Ghaoui L, Bayen A. (2011) Online least-squares estimation of time varying systems with sparse temporal evolution and application to traffic estimation Proceedings of the Ieee Conference On Decision and Control. 2595-2601 |
| Herring R, Hofleitner A, Abbeel P, et al. (2010) Estimating arterial traffic conditions using sparse probe data Ieee Conference On Intelligent Transportation Systems, Proceedings, Itsc. 929-936 |