Hebiri, Mohamed

1. Fair Regression with Wasserstein Barycenters
   2020/06/12 by Evgenii Chzhen, Christophe Denis, Chzhen, Evgenii +7 · 22 citations
   Economics, Econometrics and Finance · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Health Systems, Economic Evaluations, Quality of Life #Income, Poverty, and Inequality #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
2. Set-valued classification -- overview via a unified framework
   2021/02/24 by Evgenii Chzhen, Chzhen, Evgenii, Christophe Denis +5 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Fairness guarantee in multi-class classification
   2021/09/28 by Denis, Christophe, Elie, Romuald, Hebiri, Mohamed +1 · 3 citations
   #FOS: Mathematics #Statistics Theory (math.ST)
4. On Lasso refitting strategies
   2017/07/17 by Chzhen, Evgenii, Hebiri, Mohamed, Salmon, Joseph · 2 citations
   #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST)
5. Consistency of plug-in confidence sets for classification in semi-supervised learning
   2015/07/26 by Denis, Christophe, Hebiri, Mohamed · 2 citations
   #FOS: Mathematics #Statistics Theory (math.ST)
6. Regularization with the Smooth-Lasso procedure
   2008/03/05 by Mohamed Hebiri, Hebiri, Mohamed · 1 citation
   Mathematics · Computer Science · #Statistical Methods and Inference #Machine Learning and Algorithms #Bayesian Methods and Mixture Models
7. Learning Heteroscedastic Models by Convex Programming under Group Sparsity
   2013/04/16 by Arnak S. Dalalyan, Mohamed Hebiri, Dalalyan, Arnak S. +5 · 1 citation
   Computer Science · Engineering · Mathematics · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
8. Regression under demographic parity constraints via unlabeled post-processing
   2024/07/22 by Chzhen, Evgenii, Hebiri, Mohamed, Taturyan, Gayane · 2 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)