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Research

Funded Projects:

NSF Division of Mathematical Sciences, “Multiscale Generalized Correlation: A Uni ed Distance-Based Correlation Measure for Dependence Discovery,” Principal Investigator, 2017 – 2020.

DARPA Lifelong Learning Machines, “Lifelong Learning Forests,” Co-Principal Investigator, 2017 – 2019.

DARPA SIMPLEX, “From RAGs to Riches: Utilizing Richly Attributed Graphs to Reason from Heterogeneous Data,” Senior Personnel, 2015 – 2018.

Research Topics:

Testing independence via correlation measure, two-sample equal distribution test, variable selection and screening, distance and kernel-based methods, random forest, classification and regression, high dimensional data including images and networks.

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