Amortized SHAP values via sparse Fourier function approximation.
CoRR, 2024
A scalable Walsh-Hadamard regularizer to overcome the low-degree spectral bias of neural networks.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Detection of spreading depression features from the scalp of epileptic patients.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021