Gibbons, Phillip

4 publications

ICML 2023 ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines Siyuan Chen, Pratik Pramod Fegade, Tianqi Chen, Phillip Gibbons, Todd Mowry

NeurIPSW 2022 Federated Learning Under Distributed Concept Drift Ellango Jothimurugesan, Kevin Hsieh, Jianyu Wang, Gauri Joshi, Phillip Gibbons

ICML 2020 The Non-IID Data Quagmire of Decentralized Machine Learning Kevin Hsieh, Amar Phanishayee, Onur Mutlu, Phillip Gibbons

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