• LATENT SPARSE MODELING OF LONGITUDINAL MULTI-DIMENSIONAL DATA

• A SPARSE INTERACTIVE MODEL FOR MATRIX COMPLETION WITH SIDE INFORMATION

• COLLABORATIVE PHENOTYPE INFERENCE FROM COMORBID SUBSTANCE USE DISORDERS AND GENOTYPES

• HERITABLE COMPONENT ANALYSIS

• HYBRID-DCA: A DOUBLE ASYNCHRONOUS APPROACH FOR STOCHASTIC DUAL COORDINATE ASCENT

• MULTI-VIEW BI-CLUSTERING

• MULTI-VIEW CLUSTER ANALYSIS WITH INCOMPLETE DATA

• SPECTRAL VERTEX SPARSIFIERS AND PAIR-WISE SPANNERS OVER DISTRIBUTED GRAPHS

• An Effective Hard Thresholding Method for Nonconvex Sparse Learning

• Asynchronous Parallel Stochastic Quasi-Newton methods

• Calibrating the adaptive learning rate to improve convergence of adam

• Stochastic Gradient HT with Differential Privacy

• ANN Classifier with AM biotype knowledge