Raed Kontar

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2024 J jnl
Federated Gaussian Process: Convergence, Automatic Personalization and Multi-Fidelity Modeling.
IEEE Trans. Pattern Anal. Mach. Intell.
Xubo Yue, Raed Kontar
2022 J jnl
On Negative Transfer and Structure of Latent Functions in Multioutput Gaussian Processes.
SIAM/ASA J. Uncertain. Quantification
Moyan Li, Raed Kontar
2021 J jnl
Functional Principal Component Analysis for Extrapolating Multistream Longitudinal Data.
IEEE Trans. Reliab.
Seokhyun Chung, Raed Kontar
2021 J jnl
Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach.
IEEE Trans. Pattern Anal. Mach. Intell.
Raed Kontar, Garvesh Raskutti, Shiyu Zhou
2021 J jnl
The Internet of Federated Things (IoFT).
IEEE Access
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
2021 J jnl
The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning.
CoRR
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
2020 J jnl
On Negative Transfer and Structure of Latent Functions in Multi-output Gaussian Processes.
CoRR
Moyan Li, Raed Kontar
2020 J jnl
Remaining useful life prediction based on degradation signals using monotonic B-splines with infinite support.
IISE Trans.
Salman Jahani, Raed Kontar, Shiyu Zhou, Dharmaraj Veeramani
2019 J jnl
Functional Principal Component Analysis for Extrapolating Multi-stream Longitudinal Data.
CoRR
Seokhyun Chung, Raed Kontar
2019 J jnl
Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach.
CoRR
Raed Kontar, Garvesh Raskutti, Shiyu Zhou
2019 J jnl
The Rényi Gaussian Process.
CoRR
Xubo Yue, Raed Kontar
2019 J jnl
Variational Inference of Joint Models using Multivariate Gaussian Convolution Processes.
CoRR
Xubo Yue, Raed Kontar
2018 J jnl
Nonparametric Modeling and Prognosis of Condition Monitoring Signals Using Multivariate Gaussian Convolution Processes.
Technometrics
Raed Kontar, Shiyu Zhou, Chaitanya Sankavaram, Xinyu Du, Yilu Zhang
2018 J jnl
Nonparametric-Condition-Based Remaining Useful Life Prediction Incorporating External Factors.
IEEE Trans. Reliab.
Raed Kontar, Shiyu Zhou, Chaitanya Sankavaram, Xinyu Du, Yilu Zhang
2018 J jnl
Statistical monitoring of multiple profiles simultaneously using Gaussian processes.
Qual. Reliab. Eng. Int.
Salman Jahani, Raed Kontar, Dharmaraj Veeramani, Shiyu Zhou
2017 J jnl
Estimation and monitoring of key performance indicators of manufacturing systems using the multi-output Gaussian process.
Int. J. Prod. Res.
Raed Kontar, Shiyu Zhou, John Horst