Guanchao Feng

26 papers Misc 7Journal 9Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Contextual Time Series Embedding: A State Space Perspective for Financial Data.
ICAIF
Guanchao Feng, James Lavinder, Yanfei Huang, Ding Zhao, Morgan Hawkins, Dipanker Koirala, Dhagash Mehta
2025 J jnl
Higher-Order Feature Attribution: Bridging Statistics, Explainable AI, and Topological Signal Processing.
CoRR
Kurt Butler, Guanchao Feng, Petar M. Djuric
2025 J jnl
Interpretable Model-Aware Counterfactual Explanations for Random Forest.
CoRR
Joshua S. Harvey, Guanchao Feng, Sai Anusha Meesala, Tina Zhao, Dhagash Mehta
2025 — conf
Online Causal Inference under Interventions: A Modular Bayesian Framework.
IEEECONF
Kurt Butler, Guanchao Feng, Petar M. Djuric
2025 — conf
Trustworthy Prediction with Gaussian Process Knowledge Scores.
EUSIPCO
Kurt Butler, Guanchao Feng, Tong Chen, Petar M. Djuric
2025 J jnl
Trustworthy Prediction with Gaussian Process Knowledge Scores.
CoRR
Kurt Butler, Guanchao Feng, Tong Chen, Petar M. Djuric
2024 J jnl
Explainable Learning with Gaussian Processes.
CoRR
Kurt Butler, Guanchao Feng, Petar M. Djuric
2024 Misc conf
Improving Open-Set Recognition with Bayesian Metric Learning.
ICASSP
Tong Chen, Guanchao Feng, Petar M. Djuric
2024 J jnl
Measuring Strength of Joint Causal Effects.
IEEE Trans. Signal Process.
Kurt Butler, Guanchao Feng, Petar M. Djuric
2024 — conf
Open Set Recognition for Random Forest.
ICAIF
Guanchao Feng, Dhruv Desai, Stefano Pasquali, Dhagash Mehta
2024 J jnl
Open Set Recognition for Random Forest.
CoRR
Guanchao Feng, Dhruv Desai, Stefano Pasquali, Dhagash Mehta
2023 — conf
Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes.
EUSIPCO
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2023 J jnl
On Causal Discovery With Convergent Cross Mapping.
IEEE Trans. Signal Process.
Kurt Butler, Guanchao Feng, Petar M. Djuric
2022 J jnl
A Differential Measure of the Strength of Causation.
IEEE Signal Process. Lett.
Kurt Butler, Guanchao Feng, Petar M. Djuric
2022 — conf
Characterizing Fetal Heart Rate From A State Space Perspective.
EUSIPCO
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2022 Misc conf
Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis.
ICASSP
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
2022 — conf
Predicting Latent States of Dynamical Systems With State-Space Reconstruction and Gaussian Processes.
EUSIPCO
Kurt Butler, Guanchao Feng, Charles B. Mikell, Sima Mofakham, Petar M. Djuric
2021 J jnl
Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes.
IEEE J. Biomed. Health Informatics
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
2020 Misc conf
Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes.
ICASSP
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2020 — conf
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings.
EUSIPCO
Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric
2020 Misc conf
Improving Convergent Cross Mapping for Causal Discovery with Gaussian Processes.
ICASSP
Guanchao Feng, Kezi Yu, Yunlong Wang, Yilian Yuan, Petar M. Djuric
2019 Misc conf
Detecting Causality using Deep Gaussian Processes.
ACSSC
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2019 — conf
Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes.
CAMSAP
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2019 Misc conf
Inference about Causality from Cardiotocography Signals Using Gaussian Processes.
ICASSP
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
2019 Misc conf
RF-based Analytics Generated by Tag-to-tag Networks.
ICASSP
Milutin Stanacevic, Yasha Karimi, Guanchao Feng, Jihoon Ryoo, Akshay Athalye, Samir Ranjan Das, Petar M. Djuric
2017 — conf
Recovery of missing samples in fetal heart rate recordings with Gaussian processes.
EUSIPCO
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric