Elementary estimators for graphical models
- Eunho Yang
- Aurélie C. Lozano
- et al.
- 2014
- NeurIPS 2014
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52 results for Aurelie Lozano
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
Multi-level Lasso for sparse multi-task regression
- Aurélie C. Lozano
- Grzegorz Świrszcz
- 2012
- ICML 2012
Non-parametric group orthogonal matching pursuit for Sparse Learning with Multiple Kernels
- Vikas Sindhwani
- Aurélie C. Lozano
- 2011
- NeurIPS 2011
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
MemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
- Irene Ko
- Sihui Dai
- et al.
- 2024
- NeurIPS 2024
AlphaFold Distillation for Protein Design
- Igor Melnyk
- Aurelie Lozano
- et al.
- 2023
- NeurIPS 2023