Generalized Kalman smoothing: Modeling and algorithms
- Aleksandr Y. Aravkin
- James V. Burke
- et al.
- 2017
- Automatica
Publications
53 results for Aurelie Lozano
How to foster innovation: A data-driven approach to measuring economic competitiveness
- C. Kuhlman
- Karthikeyan Natesan Ramamurthy
- et al.
- 2017
- IBM J. Res. Dev
Neurogenesis-inspired dictionary learning: Online model adaption in a changing world
- Sahil Garg
- Irina Rish
- et al.
- 2017
- IJCAI 2017
Sparse + Group-sparse dirty models: Statistical guarantees without unreasonable conditions and a case for non-convexity
- Eunho Yang
- Aurelie C. Lozano
- 2017
- ICML 2017
Neurogenesis-inspired dictionary learning: Online model adaption in a changing world
- Sahil Garg
- Irina Rish
- et al.
- 2017
- ICLR 2017
Stable estimation of Granger-causal factors of country-level innovation
- 2016
- GlobalSIP 2016
Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion
- Jialei Wang
- Peder Olsen
- et al.
- 2016
- CVPR 2016
An efficient nonlinear regression approach for genome-wide detection of marginal and interacting genetic variations
- Seunghak Lee
- Aurélie Lozano
- et al.
- 2016
- Journal of Computational Biology
Minimum Distance Lasso for robust high-dimensional regression
- Aurelie C. Lozano
- Nicolai Meinshausen
- et al.
- 2016
- Electronic Journal of Statistics
Robust Gaussian Graphical modeling with the Trimmed Graphical Lasso
- Eunho Yang
- Aurelie C. Lozano
- 2015
- NeurIPS 2015