(Amplified) Banded Matrix Factorization: A unified approach to private training.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Federated Reconstruction: Partially Local Federated Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Differentially Private Model Personalization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
A Dynamic Programming Approach to De Novo Peptide Sequencing via Tandem Mass Spectrometry.
J. Comput. Biol., 2001