Malik, Kshitiz

6 publications

ICLR 2023 Where to Begin? on the Impact of Pre-Training and Initialization in Federated Learning John Nguyen, Jianyu Wang, Kshitiz Malik, Maziar Sanjabi, Michael Rabbat

AISTATS 2022 Federated Learning with Buffered Asynchronous Aggregation John Nguyen, Kshitiz Malik, Hongyuan Zhan, Ashkan Yousefpour, Mike Rabbat, Mani Malek, Dzmitry Huba

NeurIPSW 2022 FedSynth: Gradient Compression via Synthetic Data in Federated Learning Shengyuan Hu, Jack Goetz, Kshitiz Malik, Hongyuan Zhan, Zhe Liu, Yue Liu

ICML 2022 Federated Learning with Partial Model Personalization Krishna Pillutla, Kshitiz Malik, Abdel-Rahman Mohamed, Mike Rabbat, Maziar Sanjabi, Lin Xiao

NeurIPSW 2022 Where to Begin? on the Impact of Pre-Training and Initialization in Federated Learning John Nguyen, Jianyu Wang, Kshitiz Malik, Maziar Sanjabi, Michael Rabbat

ICLR 2020 Federated User Representation Learning Duc Bui, Kshitiz Malik, Jack Goetz, Honglei Liu, Seungwhan Moon, Anuj Kumar, Kang G. Shin