A differential measure of the strength of causation K Butler, G Feng, PM Djurić IEEE Signal Processing Letters 29, 2208-2212, 2022 | 7 | 2022 |
Detecting Confounders in Multivariate Time Series using Strength of Causation Y Liu, C Cui, D Waxman, K Butler, P Djuric 2023 31st European Signal Processing Conference (EUSIPCO 2023), 1400-1404, 2023 | 3 | 2023 |
On Causal Discovery With Convergent Cross Mapping K Butler, G Feng, PM Djurić IEEE Transactions on Signal Processing, 2023 | 3 | 2023 |
Predicting latent states of dynamical systems with state-space reconstruction and Gaussian processes K Butler, G Feng, CB Mikell, S Mofakham, PM Djurić 2022 30th European Signal Processing Conference (EUSIPCO), 2216-2220, 2022 | 1 | 2022 |
Learning the hierarchical organization of the frontal lobe with differential causal effects K Butler, D Cleveland, CB Mikell, S Mofakham, YB Saalmann, PM Djurić Science Talks 10, 100329, 2024 | | 2024 |
Measuring Strength of Joint Causal Effects K Butler, G Feng, PM Djurić IEEE Transactions on Signal Processing, 2024 | | 2024 |
Sequential Detection of Anomalies in Noisy Outputs of an Unknown Function Using Gaussian and Yule-Simon Processes L Yang, K Butler, PM Djurić ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
Explainable Learning with Gaussian Processes K Butler, G Feng, PM Djuric arXiv preprint arXiv:2403.07072, 2024 | | 2024 |
Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery D Waxman, K Butler, PM Djurić IEEE Open Journal of Signal Processing, 2024 | | 2024 |
An Approach to Learning the Hierarchical Organization of the Frontal Lobe K Butler, D Cleveland, CB Mikell, S Mofakham, YB Saalmann, PM Djurić 31st European Signal Processing Conference (EUSIPCO 2023), 2023 | | 2023 |