714 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Massachusetts Institute of TechnologyUS7 papers
- Imperial College LondonGB3 papers
- Centre for Economic Policy ResearchGB2 papers
- Georgia Institute of TechnologyUS2 papers
- University of ExeterGB2 papers
- University of WarwickGB2 papers
- Aalto UniversityFI1 paper
- AGH University of KrakowPL1 paper
- Agriculture and FoodAU1 paper
- Atilim UniversityTR1 paper
- Bilkent UniversityTR1 paper
- Cardiff UniversityGB1 paper
Showing cs.LGShow all
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cs.LG2024★ 8 cited
Adaptive Optimization for Prediction with Missing Data
Dimitris Bertsimas, Arthur Delarue, Jean Pauphilet
When training predictive models on data with missing entries, the most widely used and versatile approach is a pipeline technique where we first impute missing entries and then com…
cs.LG2023★ 12 cited
Patient Outcome Predictions Improve Operations at a Large Hospital Network
Liangyuan Na, Kimberly Villalobos Carballo, Jean Pauphilet +8
Problem definition: Access to accurate predictions of patients' outcomes can enhance medical staff's decision-making, which ultimately benefits all stakeholders in the hospitals. A…