In-depth Analysis of Low-rank Matrix Factorisation in a Federated SettingAAAI Conference on Artificial Intelligence (AAAI), 2024 |
Statistical Analysis of Karcher Means for Random Restricted PSD MatricesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Efficient Distribution Similarity Identification in Clustered Federated
Learning via Principal Angles Between Client Data SubspacesAAAI Conference on Artificial Intelligence (AAAI), 2022 |
Distributed Out-of-Memory SVD on CPU/GPU ArchitecturesIEEE Conference on High Performance Extreme Computing (HPEC), 2022 |