Group Orthogonal Matching Pursuit for logistic regressionAurélie C. LozanoGrzegorz Świrszczet al.2011JMLR
Temporal cross-selling optimization using action proxy-driven reinforcement learningNan LiNaoki Abe2011ICDMW 2011
Optimizing debt collections using constrained reinforcement learningNaoki AbePrem Melvilleet al.2010KDD 2010
Group orthogonal matching pursuit for variable selection and predictionAurélie C. LozanoGrzegorz Świrszczet al.2009NeurIPS 2009
Proximity-based anomaly detection using sparse structure learningTsuyoshi IdéAurelie C. Lozanoet al.2009SDM 2009
Grouped graphical granger modeling methods for temporal causal modelingAurélie C. LozanoNaoki Abeet al.2009KDD 2009
Grouped graphical Granger modeling for gene expression regulatory networks discoveryAurélie C. LozanoNaoki Abeet al.2009Bioinformatics