Publications
Selected Conference papers
Byzantine-resilient Bilevel Federated Learning
M. Abbas, Y. Zhou, N. Baracaldo, H. Samulowitz, P. Ram, T. Salonidis and T. Chen
Proc. of IEEE 13th Sensor Array and Multichannel Signal Processing Workshop (SAM), Corvallis, OR, USA, July 08-11, 2024
Enhancing In-context Learning via Linear Probe Calibration
M. Abbas, Y. Zhou, P. Ram, N. Baracaldo, H. Samulowitz, T. Salonidis and T. Chen
Proc. of International Conference on Artificial Intelligence and Statistics (AISTATS), Valencia, Spain, May 02-04, 2024
A Nested Ensemble Method to Bilevel Machine Learning
L. Chen, M. Abbas and T. Chen
Proc. of Intl. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, June 4-10, 2023.
Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning
M. Abbas, Q. Xiao, L. Chen, PY. Chen and T. Chen
Proc. of International Conference on Machine Learning (ICML), Baltimore, MD, July 17-23, 2022.
|