| layout | title | permalink |
|---|---|---|
page |
Research |
/research/ |
- 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](http://dx.doi.org/10.1214/24-AOS2354)*** | ***[Supplemental](http://doi.org/10.1214/24-AOS2354SUPP)***
- Boundary adaptive local polynomial conditional density estimators
with Matias Cattaneo, Michael Jansson and Xinwei Ma
Bernoulli, 2024, Vol. 30, No. 4, 3193-3223
***[Paper](http://dx.doi.org/10.3150/23-BEJ1711)*** | ***[R package](https://nppackages.github.io/lpcde)***
- On the convergence of a federated expectation-maximization algorithm
with Zhixu Tao and Sanjeev Kulkarni
*Submitted*
***[arXiv](https://arxiv.org/abs/2408.05819)***
- lpcde: Local polynomial conditional density estimation and inference
with Matias Cattaneo, Michael Jansson and Xinwei Ma
JOSS, revise and resubmit
R package | Software article
-
Consistency of the EM algorithm in high dimensions
with Matias Cattaneo and Jason Klusowski -
Variable importance for oblique regression trees
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Adaptive Mondrian random forests
with Matias Cattaneo, Jason Klusowski and William Underwood
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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
- Energy Aware Optimization of Scalable Load Balancing Strategies
*Undergraduate Honors Thesis completed in 2019. Advised by [Dr. Kavita Ramanan](https://www.brown.edu/academics/applied-mathematics/faculty/kavita-ramanan/home) and [Dr. Debankur Mukherjee](https://www.debankur-mukherjee.com).*
- Pricing VIX and TYVIX using Risk-Neutralized Historical Distributions
*Research completed in 2018 as a part of NSF-REU (Award DMS-1757685) at [WPI](https://www.wpi.edu) with [Dr. Marcel Blais](https://www.wpi.edu/people/faculty/myblais) and [Dr. Stephan Sturm](https://www.wpi.edu/people/faculty/ssturm).*
- 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](https://www.csuchico.edu) with [Dr. Ben Nolting](http://www.bennolting.org).*