Code

• Gaussian process based independent analysis for temporal source separation in fMRI, Neuroimage 2017 ⊡
• Nasopharyngeal Protein Biomarkers of Acute Respiratory Virus Infection, EBioMedicine 2017 ⊡
• Host Gene Expression Classifiers Diagnose Acute Respiratory Illness Etiology, STM 2016 ⊡
• Inference of Gene Networks Associated with the Host Response to Infectious Disease, Big Data Over Networks, Cambridge University Press 2016 ⊡
• Deep Poisson Factor Modeling, NIPS 2015 ⊡
• Deep Temporal Sigmoid Belief Networks for Sequence Modeling, NIPS 2015 ⊡
• Scalable Deep Poisson Factor Analysis for Topic Modeling, ICML 2015 ⊡
• Learning Deep Sigmoid Belief Networks with Data Augmentation, AISTATS 2015 ⊡
• Latent Protein Trees, AOAS 2013 ⊡
• Efficient hierarchical clustering for continuous data, MLSP 2010, Neurocomputing 2012 ⊡
• Predictive active set selection for Gaussian processes (PASS-GP), MLSP 2010, Neurocomputing 2012 ⊡
• Sparse Linear Identifiable Multivariate Modeling (SLIM), NIPS 2009, JMLR 2011 ⊡