Kurt Butler

According to our database, Kurt Butler authored at least 19 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Causal Framework for Mitigating Data Shifts in Healthcare.

Kurt Butler, Stephanie Riley, Damian Machlanski, Edward Moroshko, Panagiotis Dimitrakopoulos, Thomas Melistas, Akchunya Chanchal, Konstantinos Vilouras, Zhihua Liu, Steven McDonagh, Hana Chockler, Ben Glocker, Niccoló Tempini, Matthew Sperrin, Sotirios A. Tsaftaris, Ricardo Silva

CoRR, March, 2026

Artificial Intelligence Foundations: Building essential machine learning skills and understanding [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective].

Kurt Butler, Mónica F. Bugallo, Petar M. Djuric

IEEE Signal Process. Mag., January, 2026

2025

Higher-Order Feature Attribution: Bridging Statistics, Explainable AI, and Topological Signal Processing.

Kurt Butler, Guanchao Feng, Petar M. Djuric

CoRR, October, 2025

A Shift in Perspective on Causality in Domain Generalization.

Damian Machlanski, Stephanie Riley, Edward Moroshko, Kurt Butler, Panagiotis Dimitrakopoulos, Thomas Melistas, Akchunya Chanchal, Steven McDonagh, Ricardo Silva, Sotirios A. Tsaftaris

CoRR, August, 2025

Trustworthy Prediction with Gaussian Process Knowledge Scores.

Kurt Butler, Guanchao Feng, Tong Chen, Petar M. Djuric

Proceedings of the 33rd European Signal Processing Conference, 2025

Rethinking Chronological Causal Discovery with Signal Processing.

Kurt Butler, Damian Machlanski, Panagiotis Dimitrakopoulos, Sotirios A. Tsaftaris

Proceedings of the 59th Asilomar Conference on Signals, 2025

Online Causal Inference under Interventions: A Modular Bayesian Framework.

Kurt Butler, Guanchao Feng, Petar M. Djuric

Proceedings of the 59th Asilomar Conference on Signals, 2025

2024

Measuring Strength of Joint Causal Effects.

Kurt Butler, Guanchao Feng, Petar M. Djuric

IEEE Trans. Signal Process., 2024

Explainable Learning with Gaussian Processes.

Kurt Butler, Guanchao Feng, Petar M. Djuric

CoRR, 2024

Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery.

Daniel Waxman, Kurt Butler, Petar M. Djuric

CoRR, 2024

Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical Systems.

Kurt Butler, Daniel Waxman, Petar M. Djuric

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Sequential Detection of Anomalies in Noisy Outputs of an Unknown Function Using Gaussian and Yule-Simon Processes.

Liu Yang, Kurt Butler, Petar M. Djuric

Proceedings of the IEEE International Conference on Acoustics, 2024

Gaussian Process-Based Inference Toward Revealing Brain Functional Connectivity.

Chen Cui, Sima Mofakham, Jessica M. Phillips, Kurt Butler, Charles B. Mikell, Yuri B. Saalmann, Petar M. Djuric

Proceedings of the 32nd European Signal Processing Conference, 2024

On Counterfactual Interventions in Vector Autoregressive Models.

Kurt Butler, Marija Iloska, Petar M. Djuric

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

On Causal Discovery With Convergent Cross Mapping.

Kurt Butler, Guanchao Feng, Petar M. Djuric

IEEE Trans. Signal Process., 2023

An Approach to Learning the Hierarchical Organization of the Frontal Lobe.

Kurt Butler, Duncan Cleveland, Charles B. Mikell, Sima Mofakham, Yuri B. Saalmann, Petar M. Djuric

Proceedings of the 31st European Signal Processing Conference, 2023

Detecting Confounders in Multivariate Time Series using Strength of Causation.

Yuhao Liu, Chen Cui, Daniel Waxman, Kurt Butler, Petar M. Djuric

Proceedings of the 31st European Signal Processing Conference, 2023

2022

A Differential Measure of the Strength of Causation.

Kurt Butler, Guanchao Feng, Petar M. Djuric

IEEE Signal Process. Lett., 2022

Predicting Latent States of Dynamical Systems With State-Space Reconstruction and Gaussian Processes.

Kurt Butler, Guanchao Feng, Charles B. Mikell, Sima Mofakham, Petar M. Djuric

Proceedings of the 30th European Signal Processing Conference, 2022