Neurogenesis-inspired dictionary learning: Online model adaption in a changing world
- Sahil Garg
- Irina Rish
- et al.
- 2017
- IJCAI 2017
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52 results for Aurelie Lozano
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
Orthogonal Matching Pursuit for Sparse Quantile Regression
- Aleksandr Aravkin
- Aurelie Lozano
- et al.
- 2014
- ICDM 2014
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 bayesian markov-switching model for sparse dynamic network estimation
- Huijing Jiang
- Aurélie C. Lozano
- et al.
- 2012
- SDM 2012
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