Bryan Kian Hsiang Low

A Unifying Framework of Anytime Sparse Gaussian Process Regression Models with Stochastic Variational Inference for Big Data

Trong Nghia Hoang, Quang Minh Hoang, Bryan Kian Hsiang Low · 2015 · 57 citations

FCM-sketch

Cha Hwan Song, Pravein Govindan Kannan, Bryan Kian Hsiang Low et al. · 2020 · 57 citations

Engineering, Measurement, Computer Architecture +16

Nonmyopic \epsilon-Bayes-Optimal Active Learning of Gaussian Processes

Trong Nghia Hoang, Bryan Kian Hsiang Low, Patrick Jaillet et al. · 2014 · 39 citations · Full text

Variational Bayesian Unlearning

Quoc Phong Nguyen, Bryan Kian Hsiang Low, Patrick Jaillet · arXiv (Cornell University) · 2020 · 37 citations · Full text

Bayesian Statistic, Posterior Belief, Engineering +13

A distributed variational inference framework for unifying parallel sparse Gaussian process regression models

Trong Nghia Hoang, Quang Minh Hoang, Bryan Kian Hsiang Low · International Conference on Machine Learning · 2016 · 35 citations

Variational Inference Framework, Engineering, Machine Learning +14