Jean-Michel Loubes

1. Rejoinder to "Least angle regression" by Efron et al
   2004/04/01 by Bradley Efron, Trevor Hastie, Iain M. Johnstone +13 · 498 citations
   Engineering · Mathematics · #Advanced Statistical Methods and Models #Control Systems and Identification #Statistical Methods and Inference #math.ST #msc:62J07. #stat.TH
2. Existence and Consistency of Wasserstein Barycenters
   2015/06/12 by Thibaut Le Gouic, Jean-Michel Loubes, Gouic, Thibaut Le +2 · 8 citations
   Mathematics · #Geometric Analysis and Curvature Flows #math.ST #stat.TH
3. Distribution's template estimate with Wasserstein metrics
   2011/11/25 by Emmanuel Boissard, Boissard, Emmanuel, Thibault Le Gouic +5 · 7 citations
   Mathematics · #FOS: Mathematics #Geometric Analysis and Curvature Flows #Point processes and geometric inequalities #Statistics Theory (math.ST) #math.ST #stat.TH
4. Review and Perspective for Distance Based Trajectory Clustering
   2015/08/20 by Philippe Besse, Brendan Guillouet, Besse, Philippe +6 · 4 citations
   Computer Science · Mathematics · Social Sciences · #Applications (stat.AP) #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting #cs.LG #stat.AP #stat.ML
5. Group Lasso for generalized linear models in high dimension
   2013/08/11 by Mélanie Blazère, Blazère, Mélanie, Jean–Michel Loubes +4 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Mathematics #Gene expression and cancer classification #Statistical Methods and Inference #Statistics Theory (math.ST) #math.ST #stat.TH
6. Non parametric estimation of the structural expectation of a stochastic increasing function
   2008/12/17 by Jean‐François Dupuy, Jean-François Dupuy, Jean–Michel Loubes +6 · 1 citation
   Decision Sciences · Mathematics · #62G05 #62G20 #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #FOS: Mathematics #Fuzzy Systems and Optimization #Statistics Theory (math.ST) #math.ST #msc:62G05 #msc:62G20 #stat.TH
7. When majority rules, minority loses: bias amplification of gradient descent
   2025/05/19 by François Bachoc, Bachoc, François, Jérôme Bolte +6 · 1 voice · 1 citation
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Optimization and Control (math.OC) #cs.AI #cs.LG #math.OC
8. OT-FairBoost: Optimal Transport-Guided Gradient Boosting for Fairness Regularization on Tabular Data
   2026/07/30 by Veronika Shilova, Abdoulaye Sakho, Younes Boumoussou +3
   Mathematics · #math.ST #stat.TH