Decision Analytics Lab

Data and Code:

Large-Scale Optimization:

• M. S. Morshed and Md. Noor-E-Alam, “Heavy Ball Momentum Induced Sampling Kaczmarz Motzkin Methods for Linear Feasibility Problems”, working paper, 2020.

• Code

Robust Matching Algorithms:

• Md Saiful Islam, M. S. Morshed, Gary Young and Md. Noor-E-Alam, “Robust policy evaluation from large-scale observational studies”, PLoS ONE 14(10), 2019: e0223360. https:doi.org10.1371journal.pone.0223360

• Code

• Marco Morucci, Md. Noor-E-Alam and Cynthia Rudin, “A Robust Approach to Quantifying Uncertainty in Matching Problems of Causal Inference”, working paper, 2018.

• Code

• Sahil Shikalgar and Md. Noor-E-Alam, “A Two-Stage Interpretable Matching Framework for Causal Inference”, IISE Transactions on Healthcare Systems Engineering,1-14.

• Code

Supply chain and Logistics:

• Tasnim Ibn Faiz, Chrysafis Vogiatzis and Md. Noor-E-Alam,“Robust Two Echelon Vehicle and Drone Routing for Post Disaster Humanitarian Operations”, Working paper, 2020. (Arxiv Preprint) (Online Data)