Patterson, Stacy

5 publications

ICLR 2025 Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models Linh Tran, Wei Sun, Stacy Patterson, Ana Milanova

ICML 2023 LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson

ICML 2022 Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data Timothy J Castiglia, Anirban Das, Shiqiang Wang, Stacy Patterson

NeurIPSW 2022 Self-Supervised Vertical Federated Learning Timothy Castiglia, Shiqiang Wang, Stacy Patterson

ICLR 2021 Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks Timothy Castiglia, Anirban Das, Stacy Patterson