1 citations · 1 across the 4 of their papers we have counts for
4 papers
Transporting Randomized Trial Effects to Real-World Populations via Riesz-Calibrated Optimal Transport
Anik Burman, Margaret Gamalo, Promit Ghosal +1
Randomized trials support causal inference, but differences between trial and target populations can limit the transportability of treatment effects to real-world settings. Many ex…
Doubly-Unlinked Regression for Dependent Data
Anik Burman, Sayantan Choudhury, Debangan Dey
Shuffled regression concerns settings in which covariates and responses are observed without their correct pairing. In dependent-data problems, a second form of missing corresponde…
High-dimensional Portfolio Optimization using Joint Shrinkage
Anik Burman, Sayantan Banerjee
We consider the problem of optimizing a portfolio of financial assets, where the number of assets can be much larger than the number of observations. The optimal portfolio weights…
An AI-Enabled Agent-Based Simulation Platform for Studying COVID-19 Pandemic
Anik Burman, Sayak Chatterjee, Pramit Ghosh +2
Understanding outbreak dynamics is essential for designing effective control measures. We developed an agent-based model to examine how changes in epidemiological and intervention…