Guillaume Obozinski
Swiss Data Science Center(CH)
Publications by Year
Research Areas
Regional Socio-Economic Development Trends, Impact of AI and Big Data on Business and Society, COVID-19, Geopolitics, Technology, Migration, Sparse and Compressive Sensing Techniques, Statistical Methods and Inference
Most-Cited Works
- → Group lasso with overlap and graph lasso(2009)859 cited
- → Joint covariate selection and joint subspace selection for multiple classification problems(2009)441 cited
- A latent factor model for highly multi-relational data(2012)
- → Support union recovery in high-dimensional multivariate regression(2010)356 cited
- → 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
- → A critical assessment of Mus musculusgene function prediction using integrated genomic evidence(2008)257 cited