Minimum Distance Lasso for robust high-dimensional regression
- Aurelie C. Lozano
- Nicolai Meinshausen
- et al.
- 2016
- Electronic Journal of Statistics
Publications
55 results for Aurelie Lozano
Robust Gaussian Graphical modeling with the Trimmed Graphical Lasso
- Eunho Yang
- Aurelie C. Lozano
- 2015
- NeurIPS 2015
Closed-form estimators for high-dimensional generalized linear models
- Eunho Yang
- Aurelie C. Lozano
- et al.
- 2015
- NeurIPS 2015
Variable-selection emerges on top in empirical comparison of whole-genome complex-trait prediction methods
- David Haws
- Irina Rish
- et al.
- 2015
- PLoS ONE
Orthogonal Matching Pursuit for Sparse Quantile Regression
- Aleksandr Aravkin
- Aurelie Lozano
- et al.
- 2014
- ICDM 2014
Elementary estimators for graphical models
- Eunho Yang
- Aurélie C. Lozano
- et al.
- 2014
- NeurIPS 2014
Elementary estimators for high-dimensional linear regression
- Eunho Yang
- Aurelie C. Lozano
- et al.
- 2014
- ICML 2014
Elementary estimators for sparse covariance matrices and other structured moments
- Eunho Yang
- Aurelie C. Lozano
- et al.
- 2014
- ICML 2014
Bayesian regularization via graph Laplacian
- Fei Liu
- Sounak Chakraborty
- et al.
- 2014
- Bayesian Analysis
Convergence and consistency of regularized boosting with weakly dependent observations
- Aurelie C. Lozano
- Sanjeev R. Kulkarni
- et al.
- 2014
- IEEE Trans. Inf. Theory