Aurélie Lozano

Grouped graphical Granger modeling for gene expression regulatory networks discovery

Aurélie Lozano, Naoki Abe, Yan Liu et al. · Bioinformatics · 2009 · 162 citations · Full text

Stratification of TAD boundaries reveals preferential insulation of super-enhancers by strong boundaries

Yixiao Gong, Charalampos Lazaris, Theodore Sakellaropoulos et al. · Nature Communications · 2018 · 149 citations · Full text

Strong Boundaries, Engineering, Genetics +21

Generalized Kalman smoothing: Modeling and algorithms

Aleksandr Y. Aravkin, James V. Burke, Lennart Ljung et al. · Automatica · 2017 · 110 citations

State Estimation, Nonlinear Filtering, Engineering +3

Spatial-temporal causal modeling for climate change attribution

Aurélie Lozano, Hongfei Li, Alexandru Niculescu-Mizil et al. · 2009 · 108 citations

Climatology, Meteorology, Regional Climate Response +12

Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction

Grzegorz Świrszcz, Naoki Abe, Aurélie Lozano · Neural Information Processing Systems · 2009 · 100 citations

Engineering, Machine Learning, Feature Selection +16