Research

Publications

• Convergence rates of oblique regression trees for flexible function libraries
  with Matias Cattaneo and Jason Klusowski
  Annals of Statistics 2024, Vol. 52, No. 2, 466-490
  Paper | Supplemental

• Boundary adaptive local polynomial conditional density estimators
  with Matias Cattaneo, Michael Jansson and Xinwei Ma
  Bernoulli, 2024, Vol. 30, No. 4, 3193-3223
  Paper | R package

Preprints

• On the convergence of a federated expectation-maximization algorithm
  with Zhixu Tao and Sanjeev Kulkarni
  Submitted
  arXiv

• lpcde: Local polynomial conditional density estimation and inference
  with Matias Cattaneo, Michael Jansson and Xinwei Ma
  JOSS, revise and resubmit
  R package | Software article

Working Papers

• Consistency of the EM algorithm in high dimensions
  with Matias Cattaneo and Jason Klusowski

• Variable importance for oblique regression trees
  

• Adaptive Mondrian random forests
  with Matias Cattaneo, Jason Klusowski and William Underwood

Software

• NP Packages
  Github repository
  lpcde: Developed companion R package for forthcoming paper
  lpdensity: Developed Python version of existing R package
  

• RD Packages
  Github repository
  rddensity: Developed Python version of existing R package
  

Manuscripts

• Energy Aware Optimization of Scalable Load Balancing Strategies
  Undergraduate Honors Thesis completed in 2019. Advised by Dr. Kavita Ramanan and Dr. Debankur Mukherjee.
  

• Pricing VIX and TYVIX using Risk-Neutralized Historical Distributions
  Research completed in 2018 as a part of NSF-REU (Award DMS-1757685) at WPI with Dr. Marcel Blais and Dr. Stephan Sturm.
  

• Spatial Point Analysis of Segregated Communities and Enviornmental Justice Factors in New York
  Research completed in 2017 as a part of NSF-REU (Award NSF 1559788) at CSU Chico with Dr. Ben Nolting.