Guillaume Obozinski

1. Structured Sparse Principal Component Analysis
   2009/09/08 by Rodolphe Jenatton, Jenatton, Rodolphe, Guillaume Obozinski +3 · 8 citations
   Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
2. Group Lasso with Overlaps: the Latent Group Lasso approach
   2011/10/03 by Guillaume Obozinski, Laurent Jacob, Obozinski, Guillaume +3 · 2 citations
   Mathematics · Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Systemic Lupus Erythematosus Research
3. Tight convex relaxations for sparse matrix factorization
   2014/07/19 by Émile Richard, Richard, Emile, Guillaume Obozinski +3 · 1 citation
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques #Matrix Theory and Algorithms
4. Empirical Bayes Transductive Meta-Learning with Synthetic Gradients
   2020/04/27 by Shell Xu Hu, Pablo García Moreno, Hu, Shell Xu +11 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning and ELM