Kurt Butler

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Causal Discovery

Gaussian Processes

Observational Data

Top Venues

IEEE Trans. Signal Process.

IEEE Signal Process. Lett.

Publications

Kurt Butler, Guanchao Feng, Petar M. Djuric
Explainable Learning with Gaussian Processes. CoRR (2024)
Kurt Butler, Marija Iloska, Petar M. Djuric
On Counterfactual Interventions in Vector Autoregressive Models. CoRR (2024)
Kurt Butler, Guanchao Feng, Petar M. Djuric
Measuring Strength of Joint Causal Effects. IEEE Trans. Signal Process. 72 (2024)
Liu Yang, Kurt Butler, Petar M. Djuric
Sequential Detection of Anomalies in Noisy Outputs of an Unknown Function Using Gaussian and Yule-Simon Processes. ICASSP (2024)
Daniel Waxman, Kurt Butler, Petar M. Djuric
Dagma-DCE: Interpretable, Non-Parametric Differentiable Causal Discovery. CoRR (2024)
Yuhao Liu, Chen Cui, Daniel Waxman, Kurt Butler, Petar M. Djuric
Detecting Confounders in Multivariate Time Series using Strength of Causation. EUSIPCO (2023)
Kurt Butler, Duncan Cleveland, Charles B. Mikell, Sima Mofakham, Yuri B. Saalmann, Petar M. Djuric
An Approach to Learning the Hierarchical Organization of the Frontal Lobe. EUSIPCO (2023)
Kurt Butler, Guanchao Feng, Petar M. Djuric
On Causal Discovery With Convergent Cross Mapping. IEEE Trans. Signal Process. 71 (2023)
Kurt Butler, Guanchao Feng, Charles B. Mikell, Sima Mofakham, Petar M. Djuric
Predicting Latent States of Dynamical Systems With State-Space Reconstruction and Gaussian Processes. EUSIPCO (2022)
Kurt Butler, Guanchao Feng, Petar M. Djuric
A Differential Measure of the Strength of Causation. IEEE Signal Process. Lett. 29 (2022)