Raed Kontar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 16

Top Topics

Gaussian Process

Top Venues

IEEE Trans. Reliab.

IEEE Trans. Pattern Anal. Mach. Intell.

SIAM/ASA J. Uncertain. Quantification

Publications

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)