Guilherme V. Rocha
Universidade Federal do Rio Grande do Norte(BR)
Publications by Year
Research Areas
Statistical Methods and Inference, Sparse and Compressive Sensing Techniques, Structural Health Monitoring Techniques, Advanced Statistical Methods and Models, Quantum Information and Cryptography
Most-Cited Works
- → The composite absolute penalties family for grouped and hierarchical variable selection(2009)644 cited
- Grouped and Hierarchical Model Selection through Composite Absolute Penalties(2007)
- → A Path Following Algorithm for Sparse Pseudo-Likelihood Inverse Covariance Estimation (SPLICE)(2008)56 cited
- → Distributed modal identification using restricted auto regressive models(2011)20 cited
- → Asymptotic distribution and sparsistency for l1-penalized parametric M-estimators with applications to linear SVM and logistic regression(2009)20 cited
- → A trace distance-based geometric analysis of the stabilizer polytope for few-qubit systems(2026)