The internet of federated things (IoFT) R Kontar, N Shi, X Yue, S Chung, E Byon, M Chowdhury, J Jin, W Kontar, ... IEEE Access 9, 156071-156113, 2021 | 57 | 2021 |
Gifair-fl: A framework for group and individual fairness in federated learning X Yue, M Nouiehed, R Al Kontar INFORMS Journal on Data Science 2 (1), 10-23, 2023 | 51 | 2023 |
Why non-myopic Bayesian optimization is promising and how far should we look-ahead? A study via rollout X Yue, RAL Kontar International Conference on Artificial Intelligence and Statistics, 2808-2818, 2020 | 50* | 2020 |
Joint Models for Event Prediction from Time Series and Survival Data X Yue, RA Kontar Technometrics, 1-10, 2020 | 21* | 2020 |
Self-scalable tanh (stan): Multi-scale solutions for physics-informed neural networks R Gnanasambandam, B Shen, J Chung, X Yue, Z Kong IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 16* | 2023 |
Salr: Sharpness-aware learning rate scheduler for improved generalization X Yue, M Nouiehed, R Al Kontar IEEE Transactions on Neural Networks and Learning Systems, 2023 | 16* | 2023 |
Parameter calibration in wake effect simulation model with stochastic gradient descent and stratified sampling B Liu, X Yue, E Byon, RA Kontar The Annals of Applied Statistics 16 (3), 1795-1821, 2022 | 16 | 2022 |
Federated Gaussian Process: Convergence, Automatic Personalization and Multi-fidelity Modeling X Yue, R Kontar IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 12 | 2024 |
Optimize to generalize in Gaussian processes: An alternative objective based on the Rényi divergence X Yue, R Al Kontar IISE Transactions 56 (6), 600-610, 2024 | 10* | 2024 |
Federated data analytics: A study on linear models X Yue, RA Kontar, AME Gómez IISE Transactions 56 (1), 16-28, 2024 | 10 | 2024 |
Collaborative and Distributed Bayesian Optimization via Consensus: Showcasing the Power of Collaboration for Optimal Design X Yue, RA Kontar, AS Berahas, Y Liu, Z Zai, K Edgar, BN Johnson arXiv preprint arXiv:2306.14348, 2023 | 2 | 2023 |
Federated Data Analytics: Theory and Application X Yue | 1 | 2023 |