Harsh Vardhan Dubey

Ph.D. Candidate, Department of Mathematics and Statistics

LGRT 1316, University of Massachusetts Amherst, 01003

University of Massachusetts Amherst (Directory)

My research program lies at the intersection of optimization and statistics. I am interested in leveraging algorithms and techniques from the optimization literature to find novel solutions for statistical problems like maximum a-posteriori (MAP) inference, sequential multiple hypothesis testing and testing by betting in the game theoretic statistics framework. Currently, I am a Ph.D. candidate in the Department of Mathematics and Statistics at University of Massachusetts Amherst. Prior to joining UMass, I was a consultant with two leading management consulting firms back in India from 2015 to 2018.

Curriculum Vitae

Ph.D. Advisor: Dr Patrick Flaherty

Publications

Thomas Cook, Harsh Vardhan Dubey, Ji Ah Lee, Guangyu Zhu, Tingting Zhao, and Patrick Flaherty. "Cost-Aware Generalized α-Investing for Multiple Hypothesis Testing." The New England Journal of Statistics in Data Science 2, no. 2 (2024): 155-174.
DOI
Tingting Zhao, Guangyu Zhu, Harsh Vardhan Dubey, and Patrick Flaherty. "Identification of significant gene expression changes in multiple perturbation experiments using knockoffs." Briefings in Bioinformatics 24, no. 2 (2023): bbad084.
DOI
Collin Giguere, Harsh Vardhan Dubey, Vishal Kumar Sarsani, Hachem Saddiki, Shai He, and Patrick Flaherty. "SCSIM: Jointly simulating correlated single-cell and bulk next-generation DNA sequencing data." BMC bioinformatics 21 (2020): 1-10.
DOI

Under Review

Maximum a Posteriori Inference for Factor Graphs via Benders' Decomposition, with Ji Ah Lee, Patrick Flaherty. arXiv

In Preparation

The Principal-Agent Problem in Testing-by-Betting Games, with Patrick Flaherty.

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