Publications

Preprints and submitted papers

• Bias correction for Chatterjee's graph-based correlation coefficient with Leihao Chen and Fang Han

• Coverage correlation: detecting singular dependencies between random variables with Xuzhi Yang and Tengyao Wang

• A New Measure of Dependence: Integrated R^2 with Pouya Roudaki

• Linear Regression With Unmatched Data: A Deconvolution Perspective with Fadoua Balabdaoui JMLR.

• A Fast Non-parametric Approach for Local Causal Structure Learning with Armeen Taeb and Peter Bühlmann

• A Simple Measure Of Conditional Dependence with Sourav Chatterjee Ann. Statist.

• Adaptive Estimation of Noise Variance and Matrix Estimation via USVT Algorithm

Code

R-Package

• FOCI (on CRAN) with Sourav Chatterjee, and Norman Matloff

• FORD (on CRAN) with Pouya Roudaki

• covcorr (soon on CRAN) with Tengyao Wang and Xuzhi Yang

• knnopt