Ellango Jothimurugesan

Federated Learning under Distributed Concept Drift

Phillip B. Gibbons, Kevin Hsieh, Gauri Joshi, 2022, ArXiv.

Federated Learning under Distributed Concept Drift

Phillip B. Gibbons, Kevin Hsieh, Gauri Joshi, 2022, AISTATS.

DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift pdf

Srikanta Tirthapura, Phillip B. Gibbons, Ashraf Tahmasbi, 2020, ArXiv.

DriftSurf: Stable-State / Reactive-State Learning under Concept Drift

Srikanta Tirthapura, Ashraf Tahmasbi, Ellango Jothimurugesan, 2021, ICML.

Variance-Reduced Stochastic Gradient Descent on Streaming Data

Srikanta Tirthapura, Phillip B. Gibbons, Ashraf Tahmasbi, 2018, NeurIPS.

Tiger: Disk-Adaptive Redundancy Without Placement Restrictions

Yae Jee Cho, Wan Shen Lim, T. Mowry, 2022, OSDI.