Ramesh Sitaraman

Applied Online Algorithms with Heterogeneous Predictors

For many application domains, the integration of machine learning (ML) models into decision making is hindered by the poor explainability and theoretical guarantees of black box models. Although the emerging area of algorithms with predictions offers a way to leverage ML while enjoying worst-case gu…