Aude Hofleitner

According to our database, Aude Hofleitner authored at least 14 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Multiply Robust Estimation for Local Distribution Shifts with Multiple Domains.

Steven Wilkins-Reeves, Xu Chen, Qi Ma, Christine Agarwal, Aude Hofleitner

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

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

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2021

The Second International MIS2 Workshop: Misinformation and Misbehavior Mining on the Web.

Aude Hofleitner, Meng Jiang, Srijan Kumar, Neil Shah, Kai Shu

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

TIES: Temporal Interaction Embeddings for Enhancing Social Media Integrity at Facebook.

Nima Noorshams, Saurabh Verma, Aude Hofleitner

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2013

A hybrid approach of physical laws and data-driven modeling for estimation: the example of queuing networks.

Aude Hofleitner

PhD thesis, 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

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

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

Automatic inference of map attributes from mobile data.

Aude Hofleitner, Etienne Côme, Latifa Oukhellou, Jean-Patrick Lebacque, Alexandre M. Bayen

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Probabilistic formulation of estimation problems for a class of Hamilton-Jacobi equations.

Aude Hofleitner, Christian G. Claudel, Alexandre M. Bayen

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Reconstruction of boundary conditions from internal conditions using viability theory.

Aude Hofleitner, Christian G. Claudel, Alexandre M. Bayen

Proceedings of the American Control Conference, 2012

2011

Optimal decomposition of travel times measured by probe vehicles using a statistical traffic flow model.

Aude Hofleitner, Alexandre M. Bayen

Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

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

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010

Estimating arterial traffic conditions using sparse probe data.

Ryan Herring, Aude Hofleitner, Pieter Abbeel, Alexandre M. Bayen

Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010