Select Publications & Working Papers
"A New Crossover Algorithm for LP Inspired by the Spiral Dynamic of PDHG."
Liu, Tianhao and Haihao Lu. INFORMS Journal on Computing. Forthcoming. arXiv Preprint.
"Algorithmic Challenges in Ensuring Fairness at the Time of Decision."
Salem, Jad, Swati Gupta, and Vijay Kamble. Operations Research. Forthcoming. arXiv Preprint.
"Fair and Reliable Reconnections for Temporary Disruptions in Electric Distribution Networks."
Gupta, Swati, Cyrus Hettle, and Daniel Molzahn. INFORMS Journal on Computing. Forthcoming.
"From Incremental Transitive Cover to Strongly Polynomial Maximum Flow."
Dadush, Daniel, James B. Orlin, Aaron Sidford, László A. Végh. Proceedings of the Symposium on Discrete Algorithms. Forthcoming. arXiv.
"Improving Clinical Decision Support through Interpretable Machine Learning and Error Handling in Electronic Health Records."
Arora, Mehak, Hassan Mortagy, Nathan Dwarshuis, Jeffrey Wang, Philip Yang, Andre L Holder, Swati Gupta, and Rishikesan Kamaleswaran. Journal of the American Medical Informatics Association. Forthcoming.
"On Distributionally Robust Multistage Convex Optimization: Data-driven Models and Performance."
Zhang, Shixuan and Andy Sun. INFORMS Journal on Optimization. Forthcoming.
"Optimal Interventions for Increasing Healthy Food Consumption Among Low-Income Populations."
Levi, Retsef, Elisabeth Paulson, and Georgia Perakis. Management Science. Forthcoming.
"Patient Outcome Predictions Improve Operations at Hartford Healthcare."
Na, Liangyuan, Kimberly Villalobos Carballo, Jean Pauphilet, Ali Haddad-Sisakht, Daniel Kombert, Melissa Boisjoli-Langlois, Andrew Castiglione, Maram Khalifa, Pooja Hebbal, Barry Stein, and Dimitris Bertsimas. INFORMS Journal on Applied Analytics. Forthcoming. arXiv Preprint. Supplementary Materials.
"Predicting Census Survey Response Rates with Parsimonious Additive Models and Structured Interactions."
Ibrahim, Shibal, Peter Radchenko, Emanuel Ben-David, and Rahul Mazumder. Annals of Applied Statistics. Forthcoming. arXiv Preprint.
"Solar Radiation Ramping Events Modeling Using Spatio-Temporal Point Processes."
Xu, Chen, Minghe Zhang, Andy Sun, Feng Qiu, and Yao Xie. INFORMS Journal on Data Science. Forthcoming.
"Solvability of Power Flow Equations Through Existence and Uniqueness of Complex Fixed Point."
Cui, Bai and Xu Andy Sun. Automatica. Forthcoming. arXiv Preprint.
"Sparse Multiple Kernel Learning: Alternating Best Response and Semidefinite Relaxations."
Bertsimas, Dimitris, Caio de Prospero Iglesias, and Nicholas A. G. Johnson. Transactions on Machine Learning Research: 1-27. Forthcoming. arXiv Preprint.
"The Landscape of the Planted Clique Problem: Dense Subgraphs and the Overlap Gap Property."
Gamarnik, David, and Ilias Zadik. Annals of Applied Probability. Forthcoming. arXiv Preprint.
"Too many Fairness Metrics: Is there a solution? Equity across Demographic Groups for the Facility Location Problem."
Gupta, Swati, Akhil Jalan, Gireeja Ranade, Helen Yang, and Simon Zhuang (Accepted with minor revision). Fields Institute Communication Series. Forthcoming.
"Towards Optimal Valve Prescription for Transcatheter Aortic Valve Replacement (TAVR) Surgery: A Machine Learning Approach."
Paschalidis, Phevos, Vasiliki Stoumpou, Lisa Everest, Yu Ma, Talhat Azemi, Jawad Haider, Steven Zweibel, Eleftherios M. Protopapas, Jeff Mather, Maciej Tysarowski, George E. Sarris, Robert C. Hagberg, Howard L. Haronian, and Dimitris Bertsimas. Health Management Science. Forthcoming. arXiv Preprint.