Variance-Reduced Stochastic Gradient Descent on Streaming Data. - Ellango Jothimurugesan; Ashraf Tahmasbi; Phillip B. Gibbons; Srikanta Tirthapura (NeurIPS, 2018)

DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift. - Ashraf Tahmasbi; Ellango Jothimurugesan; Srikanta Tirthapura; Phillip B. Gibbons (CoRR, 2020)

DriftSurf: Stable-State / Reactive-State Learning under Concept Drift. - Ashraf Tahmasbi; Ellango Jothimurugesan; Srikanta Tirthapura; Phillip B. Gibbons (ICML, 2021)

Federated Learning under Distributed Concept Drift. - Ellango Jothimurugesan; Kevin Hsieh; Jianyu Wang; Gauri Joshi; Phillip B. Gibbons (AISTATS, 2023)

Large-Scale Machine Learning over Streaming Data - Ellango Jothimurugesan (2023)