Concepedia

Ruofei Ouyang

RO

Statistics

Publications

6

Citations

121

H-Index

6

Active since

2013

Affiliations

National University of Singapore(Current)

Massachusetts Institute of Technology

Ruofei Ouyang is an author at National University of Singapore specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningBig DataData FusionGraph TheoryGpu ComputingEdge ComputingRobot Learning

Publications per year

2013–2019

6

Publications

6

Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations

Jie Chen, N. Cao, Kian Hsiang Low et al. · arXiv (Cornell University) · 2013 · 33 citations · Full text

Cluster Computing, Engineering, Machine Learning +16

Decentralized High-Dimensional Bayesian Optimization With Factor Graphs

Trong Nghia Hoang, Quang Minh Hoang, Ruofei Ouyang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 21 citations · Full text

Model Optimization, Hbo Algorithms, Sparse Representation +15

Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations

Jie Chen, N. Cao, Kian Hsiang Low et al. · arXiv (Cornell University) · 2014 · 21 citations · Full text

Cluster Computing, Engineering, Machine Learning +16

Decentralized High-Dimensional Bayesian Optimization with Factor Graphs

Trong Nghia Hoang, Quang Minh Hoang, Ruofei Ouyang et al. · arXiv (Cornell University) · 2017 · 20 citations · Full text

Model Optimization, Hbo Algorithms, Sparse Representation +15

Gaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception

Ruofei Ouyang, Kian Hsiang Low · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 16 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

1–5 of 6