Aude Hofleitner
Aude Hofleitner
Research Scientist, Manager, Facebook
Verified email at - Homepage
Cited by
Cited by
Learning the dynamics of arterial traffic from probe data using a dynamic Bayesian network
A Hofleitner, R Herring, P Abbeel, A Bayen
IEEE Transactions on Intelligent Transportation Systems 13 (4), 1679-1693, 2012
Estimating arterial traffic conditions using sparse probe data
R Herring, A Hofleitner, P Abbeel, A Bayen
13th international IEEE conference on intelligent transportation systems …, 2010
Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning
A Hofleitner, R Herring, A Bayen
Transportation Research Part B: Methodological 46 (9), 1097-1122, 2012
Using mobile phones to forecast arterial traffic through statistical learning
R Herring, A Hofleitner, S Amin, T Nasr, A Khalek, P Abbeel, A Bayen
89th Transportation Research Board Annual Meeting, 10-14, 2010
Probability distributions of travel times on arterial networks: a traffic flow and horizontal queuing theory approach
A Hofleitner, R Herring, A Bayen
Proceedings of the 91st Transportation Research Board Annual Meeting, 2011
Optimal decomposition of travel times measured by probe vehicles using a statistical traffic flow model
A Hofleitner, A Bayen
2011 14th International IEEE Conference on Intelligent Transportation …, 2011
Arriving on time: estimating travel time distributions on large-scale road networks
T Hunter, A Hofleitner, J Reilly, W Krichene, J Thai, A Kouvelas, P Abbeel, ...
arXiv preprint arXiv:1302.6617, 2013
Large scale estimation of arterial traffic and structural analysis of traffic patterns using probe vehicles
A Hofleitner, R Herring, A Bayen, Y Han, F Moutarde, A de La Fortelle
91st Transportation Research Board Annual Meeting, 2012
Guaranteed bounds on highway travel times using probe and fixed data
C Claudel, A Hofleitner, N Mignerey, A Bayen
88th TRB Annual Meeting Compendium of Papers, 2009
Ties: temporal interaction embeddings for enhancing social media integrity at facebook
N Noorshams, S Verma, A Hofleitner
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
Mobile millennium-participatory traffic estimation using mobile phones
R Herring, A Hofleitner, D Work, OP Tossavainen, AM Bayen
CPS Forum, Cyber-Physical Systems Week 2009, 2009
Online Homotopy Algorithm for a Generalization of the LASSO
A Hofleitner, T Rabbani, L El Ghaoui, A Bayen
IEEE Transactions on Automatic Control 58 (12), 3175-3179, 2013
A hydrodynamic theory based statistical model of arterial traffic
A Hofleitner, R Herring, A Bayen
Univ. California, Berkeley, CA, Tech. Rep. UCB-ITS-CWP-2011-2, 2011
Automatic inference of map attributes from mobile data
A Hofleitner, E Come, L Oukhellou, JP Lebacque, A Bayen
2012 15th International IEEE Conference on Intelligent Transportation …, 2012
Online least-squares estimation of time varying systems with sparse temporal evolution and application to traffic estimation
A Hofleitner, L El Ghaoui, A Bayen
50th Conference on Decision and Control, 2011
Leveraging geolocalization technologies to model and estimate urban traffic
A Hofleitner
Université Paris-Est, 2012
Reconstruction of boundary conditions from internal conditions using viability theory
A Hofleitner, C Claudel, A Bayen
2012 American Control Conference (ACC), 640-645, 2012
Dynamic stabilization and control of material flows in networks and its relationship to phase synchronization
R Donner, A Hofleitner, J Höfener, S Lämmer, D Helbing
Proc. 3rd Int. Conf. Physics and Control (PhysCon 2007) 1188, 2007
A hybrid approach of physical laws and data-driven modeling for estimation: the example of queuing networks
A Hofleitner
University of California, Berkeley, 2013
Probabilistic formulation of estimation problems for a class of Hamilton-Jacobi equations
A Hofleitner, C Claudel, AM Bayen
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 3531-3537, 2012
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