Elementary estimators for sparse covariance matrices and other structured moments
- Eunho Yang
- Aurelie C. Lozano
- et al.
- 2014
- ICML 2014
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
Date
Featured collections
Popular topics
52 results for Aurelie Lozano
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
AlphaFold Distillation for Protein Design
- Igor Melnyk
- Aurelie Lozano
- et al.
- 2023
- NeurIPS 2023
Protein Representation Learning by Geometric Structure Pretraining
- Zuobai Zhang
- Minghao Xu
- et al.
- 2022
- ICML 2022
Benchmarking deep generative models for diverse antibody sequence design
- Igor Melnyk
- Payel Das
- et al.
- 2021
- NeurIPS 2021