Quang Minh Hoang
3 papers · 2015–2019 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Conference Pioneer
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Trend Setter
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Models
(1)
Keywords
sparse gaussian process
(2)
variational inference
(2)
model fusion
(1)
gaussian process
(1)
importance sampling
(1)
gaussian process regression
(1)
predictive distribution
(1)
inducing input
(1)
decentralized learning
(1)
stochastic natural gradient
(1)
multi-agent system
(1)
online learning
(1)
decentralized fusion
(1)
distributed learning
(1)
Papers
Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems
AAAI 2019
A Distributed Variational Inference Framework for Unifying Parallel Sparse Gaussian Process Regression Models
ICML 2016
A Unifying Framework of Anytime Sparse Gaussian Process Regression Models with Stochastic Variational Inference for Big Data
ICML 2015