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Raed Kontar
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 16
Top Topics
Gaussian Process
Top Venues
CoRR
IEEE Trans. Reliab.
IEEE Trans. Pattern Anal. Mach. Intell.
SIAM/ASA J. Uncertain. Quantification
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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)
Moyan Li
,
Raed Kontar
On Negative Transfer and Structure of Latent Functions in Multioutput Gaussian Processes.
SIAM/ASA J. Uncertain. Quantification
10 (4) (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)
Raed Kontar
,
Garvesh Raskutti
,
Shiyu Zhou
Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach.
IEEE Trans. Pattern Anal. Mach. Intell.
43 (10) (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)
Seokhyun Chung
,
Raed Kontar
Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data.
IEEE Trans. Reliab.
70 (4) (2021)
Salman Jahani
,
Raed Kontar
,
Shiyu Zhou
,
Dharmaraj Veeramani
Remaining useful life prediction based on degradation signals using monotonic B-splines with infinite support.
IISE Trans.
52 (5) (2020)
Moyan Li
,
Raed Kontar
On Negative Transfer and Structure of Latent Functions in Multi-output Gaussian Processes.
CoRR
(2020)
Xubo Yue
,
Raed Kontar
Variational Inference of Joint Models using Multivariate Gaussian Convolution Processes.
CoRR
(2019)
Raed Kontar
,
Garvesh Raskutti
,
Shiyu Zhou
Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach.
CoRR
(2019)
Seokhyun Chung
,
Raed Kontar
Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data.
CoRR
(2019)
Xubo Yue
,
Raed Kontar
The Rényi Gaussian Process.
CoRR
(2019)
Raed Kontar
,
Shiyu Zhou
,
Chaitanya Sankavaram
,
Xinyu Du
,
Yilu Zhang
Nonparametric Modeling and Prognosis of Condition Monitoring Signals Using Multivariate Gaussian Convolution Processes.
Technometrics
60 (4) (2018)
Salman Jahani
,
Raed Kontar
,
Dharmaraj Veeramani
,
Shiyu Zhou
Statistical monitoring of multiple profiles simultaneously using Gaussian processes.
Qual. Reliab. Eng. Int.
34 (8) (2018)
Raed Kontar
,
Shiyu Zhou
,
Chaitanya Sankavaram
,
Xinyu Du
,
Yilu Zhang
Nonparametric-Condition-Based Remaining Useful Life Prediction Incorporating External Factors.
IEEE Trans. Reliab.
67 (1) (2018)
Raed Kontar
,
Shiyu Zhou
,
John Horst
Estimation and monitoring of key performance indicators of manufacturing systems using the multi-output Gaussian process.
Int. J. Prod. Res.
55 (8) (2017)