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08/21/2023
Mixed-Integer Projections for Automated Data Correction of EMRs Improve Predictions of Sepsis among Hospitalized Patients
Machine learning (ML) models are increasingly pivotal in automating clin...
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06/22/2021
Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes
Optimization algorithms such as projected Newton's method, FISTA, mirror...
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06/15/2020
Walking in the Shadow: A New Perspective on Descent Directions for Constrained Minimization
Descent directions such as movement towards Frank-Wolfe vertices, away s...
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09/10/2019