Loïc Giraldi

According to our database, Loïc Giraldi authored at least 14 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Risk-Averse Stochastic Programming vs. Adaptive Robust Optimization: A Virtual Power Plant Application.

Ricardo M. Lima, Antonio J. Conejo, Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit, Omar M. Knio

INFORMS J. Comput., 2022

Functional non-parametric latent block model: A multivariate time series clustering approach for autonomous driving validation.

Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant

Comput. Stat. Data Anal., 2022

2021

Sample average approximation for risk-averse problems: A virtual power plant scheduling application.

Ricardo M. Lima, Antonio J. Conejo, Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit, Omar M. Knio

EURO J. Comput. Optim., 2021

Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation.

Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Non-parametric Multivariate Time Series Co-clustering Model Applied to Driving-Assistance Systems Validation.

Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021

2020

Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation.

Étienne Goffinet, Anthony Coutant, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi

CoRR, 2020

Autonomous Driving Validation with Model-Based Dictionary Clustering.

Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Clustering de séries temporelles par construction de dictionnaire.

Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi

Proceedings of the Extraction et Gestion des Connaissances, 2020

2019

Weakly Intrusive Low-Rank Approximation Method for Nonlinear Parameter-Dependent Equations.

Loïc Giraldi, Anthony Nouy

SIAM J. Sci. Comput., 2019

Trajectory planning for autonomous underwater vehicles in the presence of obstacles and a nonlinear flow field using mixed integer nonlinear programming.

Tong Wang, Ricardo M. Lima, Loïc Giraldi, Omar M. Knio

Comput. Oper. Res., 2019

2018

Optimal projection of observations in a Bayesian setting.

Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit, Omar M. Knio

Comput. Stat. Data Anal., 2018

2015

To Be or Not to be Intrusive? The Solution of Parametric and Stochastic Equations - Proper Generalized Decomposition.

Loïc Giraldi, Dishi Liu, Hermann G. Matthies, Anthony Nouy

SIAM J. Sci. Comput., 2015

2014

Low-Rank Approximate Inverse for Preconditioning Tensor-Structured Linear Systems.

Loïc Giraldi, Anthony Nouy, Grégory Legrain

SIAM J. Sci. Comput., 2014

To Be or Not to Be Intrusive? The Solution of Parametric and Stochastic Equations - the "Plain Vanilla" Galerkin Case.

Loïc Giraldi, Alexander Litvinenko, Dishi Liu, Hermann G. Matthies, Anthony Nouy

SIAM J. Sci. Comput., 2014