Estimating arterial traffic conditions using sparse probe data. - Ryan Herring; Aude Hofleitner; Pieter Abbeel; Alexandre M. Bayen (ITSC, 2010)

Online least-squares estimation of time varying systems with sparse temporal evolution and application to traffic estimation. - Aude Hofleitner; Laurent El Ghaoui; Alexandre M. Bayen (CDC/ECC, 2011)

Optimal decomposition of travel times measured by probe vehicles using a statistical traffic flow model. - Aude Hofleitner; Alexandre M. Bayen (ITSC, 2011)

Reconstruction of boundary conditions from internal conditions using viability theory. - Aude Hofleitner; Christian G. Claudel; Alexandre M. Bayen (ACC, 2012)

Probabilistic formulation of estimation problems for a class of Hamilton-Jacobi equations. - Aude Hofleitner; Christian G. Claudel; Alexandre M. Bayen (CDC, 2012)

Automatic inference of map attributes from mobile data. - Aude Hofleitner; Etienne Côme; Latifa Oukhellou; Jean-Patrick Lebacque; Alexandre M. Bayen (ITSC, 2012)

Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network. - Aude Hofleitner; Ryan Herring; Pieter Abbeel; Alexandre M. Bayen (IEEE Trans. Intell. Transp. Syst., 2012)

Arriving on time: estimating travel time distributions on large-scale road networks - Timothy Hunter; Aude Hofleitner; Jack Reilly; Walid Krichene; Jerome Thai; Anastasios Kouvelas; Pieter Abbeel; Alexandre M. Bayen (CoRR, 2013)

Online Homotopy Algorithm for a Generalization of the LASSO. - Aude Hofleitner; Tarek Rabbani; Laurent El Ghaoui; Alexandre M. Bayen (IEEE Trans. Autom. Control., 2013)

A hybrid approach of physical laws and data-driven modeling for estimation: the example of queuing networks. - Aude Hofleitner (2013)

TIES: Temporal Interaction Embeddings for Enhancing Social Media Integrity at Facebook. - Nima Noorshams; Saurabh Verma; Aude Hofleitner (KDD, 2020)

The Second International MIS2 Workshop: Misinformation and Misbehavior Mining on the Web. - Aude Hofleitner; Meng Jiang 001; Srijan Kumar; Neil Shah; Kai Shu (KDD, 2021)

Binary Classifier Evaluation on Unlabeled Segments using Inverse Distance Weighting with Distance Learning. - Xu Chen; Katerina Marazopoulou; Wesley Lee; Christine Agarwal; Jason Sukumaran; Aude Hofleitner (KDD, 2023)

Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains. - Steven Wilkins-Reeves; Xu Chen; Qi Ma; Christine Agarwal; Aude Hofleitner (ICML, 2024)