Multi-level Lasso for sparse multi-task regression
- Aurélie C. Lozano
- Grzegorz Świrszcz
- 2012
- ICML 2012
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52 results for Aurelie Lozano
A bayesian markov-switching model for sparse dynamic network estimation
- Huijing Jiang
- Aurélie C. Lozano
- et al.
- 2012
- SDM 2012
Non-parametric group orthogonal matching pursuit for Sparse Learning with Multiple Kernels
- Vikas Sindhwani
- Aurélie C. Lozano
- 2011
- NeurIPS 2011
Group Orthogonal Matching Pursuit for logistic regression
- Aurélie C. Lozano
- Grzegorz Świrszcz
- et al.
- 2011
- JMLR
Block variable selection in multivariate regression and high-dimensional causal inference
- Aurélie C. Lozano
- Vikas Sindhwani
- 2010
- NeurIPS 2010
Learning temporal causal graphs for relational time-series analysis
- Yan Liu
- Alexandru Niculescu-Mizil
- et al.
- 2010
- ICML 2010
Group orthogonal matching pursuit for variable selection and prediction
- Aurélie C. Lozano
- Grzegorz Świrszcz
- et al.
- 2009
- NeurIPS 2009
Proximity-based anomaly detection using sparse structure learning
- 2009
- SDM 2009
Grouped graphical granger modeling methods for temporal causal modeling
- Aurélie C. Lozano
- Naoki Abe
- et al.
- 2009
- KDD 2009
Spatial-temporal causal modeling for climate change attribution
- A. Lozano
- H. Li
- et al.
- 2009
- KDD 2009