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Published
Papers

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Learning sparse nonlinear dynamics via mixed-integer optimization

with Wes Gurnee, Nonlinear Dynamics, 2023

Optimal Control of Multiclass Fluid Queueing Networks: A Machine Learning Approach

with Cheol Woo Kim, submitted to Operations Research, 2023

Optimal Low-Rank Matrix Completion - Semidefinite Relaxations and Eigenvector Disjunctions

with Ryan Cory-Wright, Sean Lo, Jean Pauphilet, 2023

Optimization Automates Emergency Department Nurse Scheduling

with Liangyuan Na, Jean Pauphilet, Ali Haddad-Sisakht, Louis Raison, Audrey Silver, Patricia Veronneau, Nicole Vogt, submitted to Journal of Applied Analytics, 2023

Pareto Adaptive Robust Optimality via a Fourier-Motzkin Elimination Lens

with S. C. M. ten Eikelder, D. den Hertog and N. Trichakis), Mathematical Programming, appeared online, 2023

Patient Outcome Predictions Improve Operations at a Large Hospital Network

with Liangyuan Na, Kimberly Villalobos Carballo, Jean Pauphilet, Ali Haddad-Sisakht, Daniel Kombert, Melissa Boisjoli-Langlois, Andrew Castiglione, Maram Khalifa, Pooja Hebbal, Barry Stein, 2023

Policy Analytics in Public School Operations

with Arthur Delarue, Operations Research 71(1):289-313, 2023

Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations

with Sherratt, K., Gruson, H., Grah, R et al, 2023

Probabilistic Robust Optimization

with B. Boucher, submitted to Operations Research, 2023

Reducing Air Pollution through Machine Learning

with L. Boussioux and C. Zeng, submitted to MSOM, 2023

Renalase Identified by Machine Learning Methods As A Novel Independent Predictor Of Mortality In Hospitalized Patients With COVID-19

with Basmah Safdar, Matthew Sobiesk, Dimitris Bertsimas, Armin Nowroozpoor, Yanhong Deng, Gail D’Onofrio, James Dziura, Joe El-Khoury, Xiaojia Guo, Michael Simokonov, R Andrew Taylor, Melinda Wang, Gary Desir, 2023

Reshaping National Organ Allocation Policy

with Theodore Papalexopoulos, James Alcorn, Rebecca Goff, Darren Stewart, Nikolaos Trichakis, Operations Research, 2023

Robust Linear Algebra

with T. Koukouvinos, European Journal of Operations Research, appeared online, 2023

Robust Regression over Averaged Uncertainty

with Yu Ma, submitted to Operations Research, 2023

Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach

with N. Johnson and R. Cory-Wright, Journal of Machine Learning Research, 24, 1–51, 2023

The Benefit of Uncertainty Coupling in Robust and Adaptive Robust Optimization,

with Liangyuan Na, Bartolomeo Stellato, arXiv preprint arXiv:2302.10369, 2023

The power and limits of predictive approaches to observational data-driven optimization: The case of pricing

with Nathan Kallus, INFORMS Journal on Optimization 5(1):110-129, 2023

Validation of the Al-based Predictive Optimal Trees in Emergency Surgery Risk (POTTER) Calculator in Patients 65 Years and Older

with Lydia R Maurer, Prahan Chetlur, Daisy Zhuo, Majed El Hechi, George C Velmahos, Jack Dunn, Haytham Kaafarani, Annals of Surgery, 277, 1, e8-e15, 2023

A Prescriptive Approach to Mixed Integer Convex Optimization

with C. Woo Kim, submitted to INFORMS Journal of Computing, 2022

A scalable algorithm for sparse and robust portfolios

with R. Cory-Wright, INFORMS Journal of Computing, 2022

Accelerating Vaccine Innovation for Emerging Infectious Diseases via Parallel Discovery

with Joseph Barberio, Jacob Becraft, Zied Ben Chaouch, Tasuku Kitada, Michael Lingzhi Li, Andrew W Lo, Kevin Shi, Qingyang Xu, National Bureau of Economic Research, 2022

An Exact and Interpretable Solution to Wordle

with A. Paskov, submitted to Operations Research, 2022

Benchmarking in Congenital Heart Surgery using Machine Learning-derived Optimal Classification Trees

with D. Zhuo, J. Levine, J. Dunn, Z. Tobota, Zdzislaw, B. Maruszewski, J. Fragata and G. Sarris, World Journal for Pediatric and Congenital Heart Surgery, 2022

Bootstrap Robust Prescriptive Analytics

with B. van Parys, Mathematical Programming, 2022

Course Scheduling Under Sudden Scarcity: Applications to Pandemic Planning

with C. Barnhart, A. Delarue, J. Yan, Manufacturing & Service Operations Management, 2022