Trong Nghia Hoang

1. Bayesian Nonparametric Federated Learning of Neural Networks
   2019/05/28 by Mikhail Yurochkin, Mayank Agarwal, Yurochkin, Mikhail +9 · 29 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference
2. Decentralized High-Dimensional Bayesian Optimization with Factor Graphs
   2017/11/19 by Trong Nghia Hoang, Quang Minh Hoang, Hoang, Trong Nghia +5 · 5 citations
   Computer Science · Decision Sciences · #Distributed Sensor Networks and Detection Algorithms #Gaussian Processes and Bayesian Inference #Advanced Bandit Algorithms Research
3. Near-Optimal Active Learning of Multi-Output Gaussian Processes
   2015/11/21 by Yehong Zhang, Zhang, Yehong, Trong Nghia Hoang +5 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
4. Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs
   2023/06/02 by Tengfei Ma, Trong Nghia Hoang, Ma, Tengfei +3 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. A Generalized Stochastic Variational Bayesian Hyperparameter Learning\n Framework for Sparse Spectrum Gaussian Process Regression
   2016/11/18 by Quang Minh Hoang, Trong Nghia Hoang, Hoang, Quang Minh +3 · 1 citation
   Computer Science · Environmental Science · Medicine · #Gaussian Processes and Bayesian Inference #Air Quality Monitoring and Forecasting #Optical Imaging and Spectroscopy Techniques
6. Offline Model-Based Optimization via Policy-Guided Gradient Search
   2024/05/08 by Yassine Chemingui, Chemingui, Yassine, Aryan Deshwal +5 · 2 citations
   Engineering · Computer Science · #Advanced Control Systems Optimization #Reinforcement Learning in Robotics