Sotabase

Career

· Associate Professor, Statistics and Data Science, Cornell University2022–
· Assistant Professor, Computational Biology, Cornell University2016–
· Postdoctoral Researcher, UC Berkeley, Department of Statistics2014–

Publications (98)

Regularized estimation in sparse high-dimensional time series models
2013
453
cited
Iterative random forests to discover predictive and stable high-order interactions
Proceedings of the National Academy of Sciences of the United States of America · 2017
305
cited
Sparse network modeling and metscape‐based visualization methods for the analysis of large‐scale metabolomics data
Bioinform. · 2017
218
cited
Network granger causality with inherent grouping structure
Journal of machine learning research · 2012
120
cited
A Conceptual Model for the Integrated Policy Framework
IMF Working Papers · 2020
98
cited
A Debiased MDI Feature Importance Measure for Random Forests
Neural Information Processing Systems · 2019
97
cited
Random Forests for Spatially Dependent Data
Journal of the American Statistical Association · 2021
85
cited
Low Rank and Structured Modeling of High-Dimensional Vector Autoregressions
IEEE Transactions on Signal Processing · 2018
78
cited
Metaheuristic applications on discrete facility location problems: a survey
Quarterly Journal of the Operational Research Society of India (OPSEARCH) · 2014
63
cited
Metabolomic profiling identifies biochemical pathways associated with castration-resistant prostate cancer.
Journal of Proteome Research · 2014
60
cited
Tabu Search Implementation on Traveling Salesman Problem and Its Variations: A Literature Survey
2012
54
cited
Sovereign Debt and Domestic Economic Fragility
2010
46
cited
Metabolic co-essentiality mapping identifies c12orf49 as a regulator of SREBP processing and cholesterol metabolism
Nature Metabolism · 2020
44
cited
Dense time-course gene expression profiling of the Drosophila melanogaster innate immune response
BMC Genomics · 2020
35
cited
Pricing cloud services—the impact of broadband quality ☆
2015
35
cited
Adaptive Thresholding for Reconstructing Regulatory Networks from Time-Course Gene Expression Data
Statistics in Biosciences · 2011
32
cited
A System-Wide Approach to Measure Connectivity in the Financial Sector
2017
30
cited
Methionine-Homocysteine Pathway in African-American Prostate Cancer
JNCI Cancer Spectrum · 2019
29
cited
A Review of the Tabu Search Literature on Traveling Salesman Problems Sumanta
2008
27
cited
Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models
Journal of machine learning research · 2016
27
cited
Sotabase