Shubhadeep Chakraborty

Distance Metrics for Measuring Joint Dependence with Application to Causal Inference

Xianyang Zhang, Shubhadeep Chakraborty, 2017, Journal of the American Statistical Association.

High-dimensional Change-point Detection Using Generalized Homogeneity Metrics

Xianyang Zhang, Shubhadeep Chakraborty, Xianyang Zhang, 2021, 2105.08976.

A new framework for distance and kernel-based metrics in high dimensions

Xianyang Zhang, Shubhadeep Chakraborty, Xianyang Zhang, 2019, Electronic Journal of Statistics.

Nonparametric Causal Structure Learning in High Dimensions

A. Shojaie, Shubhadeep Chakraborty, 2021, Entropy.