Guanchao Feng

According to our database, Guanchao Feng authored at least 19 papers between 2017 and 2024.

Collaborative distances:

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

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

Improving Open-Set Recognition with Bayesian Metric Learning.

Tong Chen, Guanchao Feng, Petar M. Djuric

Proceedings of the IEEE International Conference on Acoustics, 2024

Open Set Recognition for Random Forest.

Guanchao Feng, Dhruv Desai, Stefano Pasquali, Dhagash Mehta

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

On Causal Discovery With Convergent Cross Mapping.

Kurt Butler, Guanchao Feng, Petar M. Djuric

IEEE Trans. Signal Process., 2023

Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes.

Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, 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

Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis.

Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric

Proceedings of the IEEE International Conference on Acoustics, 2022

Characterizing Fetal Heart Rate From A State Space Perspective.

Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric

Proceedings of the 30th European Signal Processing Conference, 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

2021

Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes.

Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric

IEEE J. Biomed. Health Informatics, 2021

2020

Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes.

Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes.

Guanchao Feng, J. Gerald Quirk, Petar M. Djuric

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings.

Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric

Proceedings of the 28th European Signal Processing Conference, 2020

2019

RF-based Analytics Generated by Tag-to-tag Networks.

Milutin Stanacevic, Yasha Karimi, Guanchao Feng, Jihoon Ryoo, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric

Proceedings of the IEEE International Conference on Acoustics, 2019

Inference about Causality from Cardiotocography Signals Using Gaussian Processes.

Guanchao Feng, J. Gerald Quirk, Petar M. Djuric

Proceedings of the IEEE International Conference on Acoustics, 2019

Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes.

Guanchao Feng, J. Gerald Quirk, Petar M. Djuric

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Detecting Causality using Deep Gaussian Processes.

Guanchao Feng, J. Gerald Quirk, Petar M. Djuric

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2017

Recovery of missing samples in fetal heart rate recordings with Gaussian processes.

Guanchao Feng, J. Gerald Quirk, Petar M. Djuric

Proceedings of the 25th European Signal Processing Conference, 2017