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Xubo Yue
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 16
Top Topics
Dynamical Model
Gaussian Process
Top Venues
CoRR
IEEE Trans. Pattern Anal. Mach. Intell.
AISTATS
Technometrics
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Publications
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Xubo Yue
,
Raed Kontar
Federated Gaussian Process: Convergence, Automatic Personalization and Multi-Fidelity Modeling.
IEEE Trans. Pattern Anal. Mach. Intell.
46 (6) (2024)
Xubo Yue
,
Jing Zhang
,
Junhui Guo
,
Jianfei Li
,
Diyu Chen
The optimization and operation of multi-energy-coupled microgrids by the improved fireworks algorithm-shuffled frog-leaping algorithm.
PeerJ Comput. Sci.
10 (2024)
Raghav Gnanasambandam
,
Bo Shen
,
Jihoon Chung
,
Xubo Yue
,
Zhenyu James Kong
Self-Scalable Tanh (Stan): Multi-Scale Solutions for Physics-Informed Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
45 (12) (2023)
Xubo Yue
,
Raed Al Kontar
,
Albert S. Berahas
,
Yang Liu
,
Zhenghao Zai
,
Kevin Edgar
,
Blake N. Johnson
Collaborative and Distributed Bayesian Optimization via Consensus: Showcasing the Power of Collaboration for Optimal Design.
CoRR
(2023)
Xubo Yue
,
Raed Al Kontar
,
Ana María Estrada Gómez
Federated Data Analytics: A Study on Linear Models.
CoRR
(2022)
Raghav Gnanasambandam
,
Bo Shen
,
Jihoon Chung
,
Xubo Yue
,
Zhenyu James Kong
Self-scalable Tanh (Stan): Faster Convergence and Better Generalization in Physics-informed Neural Networks.
CoRR
(2022)
Raed Kontar
,
Naichen Shi
,
Xubo Yue
,
Seokhyun Chung
,
Eunshin Byon
,
Mosharaf Chowdhury
,
Jionghua Jin
,
Wissam Kontar
,
Neda Masoud
,
Maher Nouiehed
,
Chinedum Emmanuel Okwudire
,
Garvesh Raskutti
,
Romesh Saigal
,
Karandeep Singh
,
Zhi-Sheng Ye
The Internet of Federated Things (IoFT).
IEEE Access
9 (2021)
Xubo Yue
,
Raed Al Kontar
Joint Models for Event Prediction From Time Series and Survival Data.
Technometrics
63 (4) (2021)
Xubo Yue
,
Maher Nouiehed
,
Raed Al Kontar
GIFAIR-FL: An Approach for Group and Individual Fairness in Federated Learning.
CoRR
(2021)
Raed Kontar
,
Naichen Shi
,
Xubo Yue
,
Seokhyun Chung
,
Eunshin Byon
,
Mosharaf Chowdhury
,
Judy Jin
,
Wissam Kontar
,
Neda Masoud
,
Maher Nouiehed
,
Chinedum Emmanuel Okwudire
,
Garvesh Raskutti
,
Romesh Saigal
,
Karandeep Singh
,
Zhisheng Ye
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning.
CoRR
(2021)
Xubo Yue
,
Raed Al Kontar
Federated Gaussian Process: Convergence, Automatic Personalization and Multi-fidelity Modeling.
CoRR
(2021)
Xubo Yue
,
Raed Al Kontar
Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout.
AISTATS
(2020)
Xubo Yue
,
Maher Nouiehed
,
Raed Al Kontar
SALR: Sharpness-aware Learning Rates for Improved Generalization.
CoRR
(2020)
Xubo Yue
,
Raed Al Kontar
Lookahead Bayesian Optimization via Rollout: Guarantees and Sequential Rolling Horizons.
CoRR
(2019)
Xubo Yue
,
Raed Kontar
Variational Inference of Joint Models using Multivariate Gaussian Convolution Processes.
CoRR
(2019)
Xubo Yue
,
Raed Kontar
The Rényi Gaussian Process.
CoRR
(2019)