Loïc Giraldi

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 11

Top Topics

Multivariate Time Series

Autonomous Driving

Nonlinear Equations

Grand Challenge

Top Venues

SIAM J. Sci. Comput.

Comput. Stat. Data Anal.

Publications

Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant
Functional non-parametric latent block model: A multivariate time series clustering approach for autonomous driving validation. Comput. Stat. Data Anal. 176 (2022)
Ricardo M. Lima, Antonio J. Conejo, Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit, Omar M. Knio
Risk-Averse Stochastic Programming vs. Adaptive Robust Optimization: A Virtual Power Plant Application. INFORMS J. Comput. 34 (3) (2022)
Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant
Non-parametric Multivariate Time Series Co-clustering Model Applied to Driving-Assistance Systems Validation. AALTD@ECML/PKDD (2021)
Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi, Anthony Coutant
Multivariate Time Series Multi-Coclustering. Application to Advanced Driving Assistance System Validation. ESANN (2021)
Ricardo M. Lima, Antonio J. Conejo, Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit, Omar M. Knio
Sample average approximation for risk-averse problems: A virtual power plant scheduling application. EURO J. Comput. Optim. 9 (2021)
Étienne Goffinet, Anthony Coutant, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi
Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation. CoRR (2020)
Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi
Autonomous Driving Validation with Model-Based Dictionary Clustering. ECML/PKDD (4) (2020)
Étienne Goffinet, Mustapha Lebbah, Hanane Azzag, Loïc Giraldi
Clustering de séries temporelles par construction de dictionnaire. EGC (2020)
Loïc Giraldi, Anthony Nouy
Weakly Intrusive Low-Rank Approximation Method for Nonlinear Parameter-Dependent Equations. SIAM J. Sci. Comput. 41 (3) (2019)
Tong Wang, Ricardo M. Lima, Loïc Giraldi, Omar M. Knio
Trajectory planning for autonomous underwater vehicles in the presence of obstacles and a nonlinear flow field using mixed integer nonlinear programming. Comput. Oper. Res. 101 (2019)
Loïc Giraldi, Olivier P. Le Maître, Ibrahim Hoteit, Omar M. Knio
Optimal projection of observations in a Bayesian setting. Comput. Stat. Data Anal. 124 (2018)
Loïc Giraldi, Dishi Liu, Hermann G. Matthies, Anthony Nouy
To Be or Not to be Intrusive? The Solution of Parametric and Stochastic Equations - Proper Generalized Decomposition. SIAM J. Sci. Comput. 37 (1) (2015)
Loïc Giraldi, Anthony Nouy, Grégory Legrain
Low-Rank Approximate Inverse for Preconditioning Tensor-Structured Linear Systems. SIAM J. Sci. Comput. 36 (4) (2014)
Loïc Giraldi, Alexander Litvinenko, Dishi Liu, Hermann G. Matthies, Anthony Nouy
To Be or Not to Be Intrusive? The Solution of Parametric and Stochastic Equations - the "Plain Vanilla" Galerkin Case. SIAM J. Sci. Comput. 36 (6) (2014)