Rodolphe Jenatton

Publications by Year

Research Areas

Sparse and Compressive Sensing Techniques, Machine Learning and Data Classification, Domain Adaptation and Few-Shot Learning, Adversarial Robustness in Machine Learning, Gaussian Processes and Bayesian Inference

Most-Cited Works

• → Structured Variable Selection with Sparsity-Inducing Norms(2009)458 cited
• A latent factor model for highly multi-relational data(2012)
• → Proximal Methods for Sparse Hierarchical Dictionary Learning(2010)330 cited
• → Structured Sparsity through Convex Optimization(2012)316 cited
• → Convex Optimization with Sparsity-Inducing Norms(2011)301 cited
• → Structured Sparse Principal Component Analysis(2009)295 cited
• → Proximal Methods for Hierarchical Sparse Coding(2010)276 cited
• → Network Flow Algorithms for Structured Sparsity(2010)122 cited
• → Scaling Vision Transformers to 22 Billion Parameters(2023)118 cited
• → Optimization with Sparsity-Inducing Penalties(2012)102 cited