Area of research
Molecular Biology · General Economics, Econometrics and Finance
Research interest
Research interests include Computer science, Biology, Computational biology, Inference, Microbiome, and Microbial ecology.
Best practices for single-cell analysis across modalities
<b>deepregression</b>: A Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression
Shrinkage improves estimation of microbial associations under different normalization methods
Fungi stabilize connectivity in the lung and skin microbial ecosystems
A single early-in-life macrolide course has lasting effects on murine microbial network topology and immunity
Temporal probabilistic modeling of bacterial compositions derived from 16S rRNA sequencing
Identifying direct contacts between protein complex subunits from their conditional dependence in proteomics datasets
Antibiotic perturbation of the murine gut microbiome enhances the adiposity, insulin resistance, and liver disease associated with high-fat diet
4C-ker: A Method to Reproducibly Identify Genome-Wide Interactions Captured by 4C-Seq Experiments
Robust classification of protein variation using structural modelling and large-scale data integration
Fused Regression for Multi-source Gene Regulatory Network Inference
Sparse and Compositionally Robust Inference of Microbial Ecological Networks
Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX