Thang D Bui
5 papers · 2014–2021 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
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Keywords
gaussian process
(5)
variational inference
(3)
time series
(2)
approximate inference
(1)
belief propagation
(1)
hyperparameter learning
(1)
uncertainty quantification
(1)
gaussian process regression
(1)
kullback-leibler divergence
(1)
sparse approximation
(1)
tree structure
(1)
autoregressive model
(1)
streaming data
(1)
spatial data
(1)
bayesian neural network
(1)
spectral density
(1)
hierarchical prior
(1)
power spectral density
(1)
gaussian belief propagation
(1)
weight prior
(1)
Papers
Variational Auto-Regressive Gaussian Processes for Continual Learning
ICML 2021
Hierarchical Gaussian Process Priors for Bayesian Neural Network Weights
NeurIPS 2020
Streaming Sparse Gaussian Process Approximations
NeurIPS 2017
Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels
NeurIPS 2015
Tree-structured Gaussian Process Approximations
NeurIPS 2014