Devijver, Emilie
- Block-diagonal covariance selection for high-dimensional Gaussian graphical models
2015/11/12 by Devijver, Emilie, Gallopin, Mélina · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Identifiability of total effects from abstractions of time series causal graphs
2023/10/23 by Assaad, Charles K., Devijver, Emilie, Gaussier, Eric +2 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST)
- Case Studies of Causal Discovery from IT Monitoring Time Series
2023/07/28 by Aït-Bachir, Ali, Assaad, Charles K., de Bignicourt, Christophe +5 · 3 citations
#Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
- On the Fly Detection of Root Causes from Observed Data with Application to IT Systems
2024/02/09 by Lei Zan, Zan, Lei, Émilie Devijver +5 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Software System Performance and Reliability
- Feature Selection for High-Dimensional Neural Network Potentials with the Adaptive Group Lasso
2023/12/26 by Sandberg, Johannes, Voigtmann, Thomas, Devijver, Emilie +1 · 1 citation
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences
- Ensembles of Probabilistic Regression Trees
2024/06/20 by Alexandre Seiller, Seiller, Alexandre, Éric Gaussier +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Identifiability by common backdoor in summary causal graphs of time series
2025/06/17 by Clément Yvernes, Yvernes, Clément, Émilie Devijver +4 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST)