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Xubo Yue
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2020 – today
- 2024
- [j5]Xubo Yue
, Raed Kontar
:
Federated Gaussian Process: Convergence, Automatic Personalization and Multi-Fidelity Modeling. IEEE Trans. Pattern Anal. Mach. Intell. 46(6): 4246-4261 (2024) - [j4]Xubo Yue, Jing Zhang, Junhui Guo, Jianfei Li, Diyu Chen:
The optimization and operation of multi-energy-coupled microgrids by the improved fireworks algorithm-shuffled frog-leaping algorithm. PeerJ Comput. Sci. 10: e2139 (2024) - 2023
- [j3]Raghav Gnanasambandam
, Bo Shen
, Jihoon Chung
, Xubo Yue
, Zhenyu James Kong:
Self-Scalable Tanh (Stan): Multi-Scale Solutions for Physics-Informed Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15588-15603 (2023) - [i10]Xubo Yue, Raed Al Kontar, Albert S. Berahas, Yang Liu, Zhenghao Zai, Kevin Edgar, Blake N. Johnson:
Collaborative and Distributed Bayesian Optimization via Consensus: Showcasing the Power of Collaboration for Optimal Design. CoRR abs/2306.14348 (2023) - 2022
- [i9]Raghav Gnanasambandam, Bo Shen, Jihoon Chung, Xubo Yue, Zhenyu James Kong:
Self-scalable Tanh (Stan): Faster Convergence and Better Generalization in Physics-informed Neural Networks. CoRR abs/2204.12589 (2022) - [i8]Xubo Yue, Raed Al Kontar, Ana María Estrada Gómez:
Federated Data Analytics: A Study on Linear Models. CoRR abs/2206.07786 (2022) - 2021
- [j2]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: 156071-156113 (2021) - [j1]Xubo Yue
, Raed Al Kontar
:
Joint Models for Event Prediction From Time Series and Survival Data. Technometrics 63(4): 477-486 (2021) - [i7]Xubo Yue, Maher Nouiehed, Raed Al Kontar:
GIFAIR-FL: An Approach for Group and Individual Fairness in Federated Learning. CoRR abs/2108.02741 (2021) - [i6]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 abs/2111.05326 (2021) - [i5]Xubo Yue, Raed Al Kontar:
Federated Gaussian Process: Convergence, Automatic Personalization and Multi-fidelity Modeling. CoRR abs/2111.14008 (2021) - 2020
- [c1]Xubo Yue, Raed Al Kontar:
Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout. AISTATS 2020: 2808-2818 - [i4]Xubo Yue, Maher Nouiehed, Raed Al Kontar:
SALR: Sharpness-aware Learning Rates for Improved Generalization. CoRR abs/2011.05348 (2020)
2010 – 2019
- 2019
- [i3]Xubo Yue, Raed Kontar:
Variational Inference of Joint Models using Multivariate Gaussian Convolution Processes. CoRR abs/1903.03867 (2019) - [i2]Xubo Yue, Raed Kontar:
The Rényi Gaussian Process. CoRR abs/1910.06990 (2019) - [i1]Xubo Yue, Raed Al Kontar:
Lookahead Bayesian Optimization via Rollout: Guarantees and Sequential Rolling Horizons. CoRR abs/1911.01004 (2019)
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