Variable-selection emerges on top in empirical comparison of whole-genome complex-trait prediction methods
- David Haws
- Irina Rish
- et al.
- 2015
- PLoS ONE
Publications
52 results for Aurelie Lozano
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 sparse covariance matrices and other structured moments
- Eunho Yang
- Aurelie C. Lozano
- et al.
- 2014
- ICML 2014
Elementary estimators for high-dimensional linear regression
- 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
Scalable matrix-valued kernel learning for high-dimensional nonlinear multivariate regression and granger causality
- Vikas Sindhwani
- Hà Quang Minh
- et al.
- 2013
- UAI 2013
Robust sparse estimation of multiresponse regression and inverse covariance matrix via the L2 distance
- Aurélie C. Lozano
- Huijing Jiang
- et al.
- 2013
- KDD 2013
A parallel, block greedy method for sparse inverse covariance estimation for ultra-high dimensions
- Prabhanjan Kambadur
- Aurélie Lozano
- 2013
- JMLR