Guanchao Feng

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Gaussian Process

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, Guanchao Feng, Petar M. Djuric
Measuring Strength of Joint Causal Effects. IEEE Trans. Signal Process. 72 (2024)
Tong Chen, Guanchao Feng, Petar M. Djuric
Improving Open-Set Recognition with Bayesian Metric Learning. ICASSP (2024)
Kurt Butler, Guanchao Feng, Petar M. Djuric
On Causal Discovery With Convergent Cross Mapping. IEEE Trans. Signal Process. 71 (2023)
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes. EUSIPCO (2023)
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Characterizing Fetal Heart Rate From A State Space Perspective. EUSIPCO (2022)
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)
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis. ICASSP (2022)
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes. ICASSP (2020)
Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO (2020)
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes. ICASSP (2020)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. CAMSAP (2019)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Detecting Causality using Deep Gaussian Processes. ACSSC (2019)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Inference about Causality from Cardiotocography Signals Using Gaussian Processes. ICASSP (2019)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Recovery of missing samples in fetal heart rate recordings with Gaussian processes. EUSIPCO (2017)