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| Yue X, Kontar R. (2024) Federated Gaussian Process: Convergence, Automatic Personalization and Multi-fidelity Modeling. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Kontar R, Raskutti G, Zhou S. (2020) Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach. Ieee Transactions On Pattern Analysis and Machine Intelligence |
| Dong Q, Kontar R, Li M, et al. (2019) A simple approach to multivariate monitoring of production processes with non-Gaussian data Journal of Manufacturing Systems. 53: 291-304 |
| Kontar R, Zhou S, Sankavaram C, et al. (2018) Nonparametric-Condition-Based Remaining Useful Life Prediction Incorporating External Factors Ieee Transactions On Reliability. 67: 41-52 |
| Kontar R, Zhou S, Sankavaram C, et al. (2018) Nonparametric Modeling and Prognosis of Condition Monitoring Signals Using Multivariate Gaussian Convolution Processes Technometrics. 60: 484-496 |
| Jahani S, Kontar R, Veeramani D, et al. (2018) Statistical monitoring of multiple profiles simultaneously using Gaussian processes Quality and Reliability Engineering International. 34: 1510-1529 |
| Kontar R, Zhou S, Horst J. (2017) Estimation and monitoring of key performance indicators of manufacturing systems using the multi-output Gaussian process International Journal of Production Research. 55: 2304-2319 |