Online data assimilation in distributionally robust optimization. - Dan Li 020; Sonia Martínez (CDC, 2018)

Data-Driven Variable Speed Limit Design for Highways via Distributionally Robust Optimization. - Dan Li 020; Dariush Fooladivanda; Sonia Martínez (ECC, 2019)

Data-driven Variable Speed Limit Design with Performance Guarantees for Highways. - Dan Li 020; Dariush Fooladivanda; Sonia Martínez (CoRR, 2019)

Online Optimization and Learning in Uncertain Dynamical Environments with Performance Guarantees. - Dan Li 020; Dariush Fooladivanda; Sonia Martínez (CoRR, 2021)

Online Learning of Parameterized Uncertain Dynamical Environments With Finite-Sample Guarantees. - Dan Li 020; Dariush Fooladivanda; Sonia Martínez (IEEE Control. Syst. Lett., 2021)

High-Confidence Attack Detection via Wasserstein-Metric Computations. - Dan Li 020; Sonia Martínez (IEEE Control. Syst. Lett., 2021)

Data Assimilation and Online Optimization With Performance Guarantees. - Dan Li 020; Sonia Martínez (IEEE Trans. Autom. Control., 2021)

Online Optimization and Ambiguity-Based Learning of Distributionally Uncertain Dynamic Systems. - Dan Li 020; Dariush Fooladivanda; Sonia Martínez (IEEE Trans. Autom. Control., 2024)