Quang Minh Hoang | DeepAI

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Featured Co-authors

David P. Woodruff
116 publications
Kian Hsiang Low
28 publications
Trong Nghia Hoang
21 publications
Hai Pham
5 publications
Jonathan How
4 publications
Ruofei Ouyang
3 publications

research

∙ 11/17/2020

Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes

We introduce a new scalable approximation for Gaussian processes with pr...

0 Quang Minh Hoang, et al. ∙

research

∙ 05/23/2018

Collective Online Learning via Decentralized Gaussian Processes in Massive Multi-Agent Systems

Distributed machine learning (ML) is a modern computation paradigm that ...

0 Trong Nghia Hoang, et al. ∙

research

∙ 11/19/2017

Decentralized High-Dimensional Bayesian Optimization with Factor Graphs

This paper presents a novel decentralized high-dimensional Bayesian opti...

0 Trong Nghia Hoang, et al. ∙

research

∙ 11/18/2016

A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression

While much research effort has been dedicated to scaling up sparse Gauss...

0 Quang Minh Hoang, et al. ∙