Multiscale scientific workflows on high-performance hybrid cloudVadim ElisseevRobert Manson Sawkoet al.2022SC 2022
Prune, Permute and Expand: Efficient Machine Learning under Non-Client-Aided Homomorphic EncryptionEhud AharoniMoran Baruchet al.2022MICRO 2022
Federated Unlearning: How to Efficiently Erase a Client in FL?Anisa HalimiSwanand Ravindra Kadheet al.2022ICML 2022
Entity and Relation Linking is All You Need for KGQASukannya PurkayathaSaswati Danaet al.2020NeurIPS 2020
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAIAmbrish RawatStefan Schoepfet al.2024NeurIPS 2024
Federated Continual Learning with Differentially Private Data SharingGiulio ZizzoAmbrish Rawatet al.2022NeurIPS 2022
Conditional Moment Alignment for Improved Generalization in Federated LearningJayanth RegattiSongtao Luet al.2022NeurIPS 2022
New Frontiers in Federated Learning: Privacy, Fairness, Robustness, Personalization and Data OwnershipNghia HoangLam Nguyenet al.2021NeurIPS 2021