Fast and Sample Efficient Multi-Task Representation Learning in Stochastic Contextual BanditsInternational Conference on Machine Learning (ICML), 2024 |
Exploiting Shared Representations for Personalized Federated LearningInternational Conference on Machine Learning (ICML), 2021 |
Few-Shot Learning via Learning the Representation, ProvablyInternational Conference on Learning Representations (ICLR), 2020 |
Representation Learning: A Review and New PerspectivesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2012 |