3 papers
cs.LG2021
Structured Dropout Variational Inference for Bayesian Neural Networks
Son Nguyen, Duong Nguyen, Khai Nguyen +3
Approximate inference in Bayesian deep networks exhibits a dilemma of how to yield high fidelity posterior approximations while maintaining computational efficiency and scalability…
cs.CL2019
Emotion Recognition for Vietnamese Social Media Text
Vong Anh Ho, Duong Huynh-Cong Nguyen, Danh Hoang Nguyen +4
Emotion recognition or emotion prediction is a higher approach or a special case of sentiment analysis. In this task, the result is not produced in terms of either polarity: positi…
cs.LG2018
BiasedWalk: Biased Sampling for Representation Learning on Graphs
Duong Nguyen, Fragkiskos D. Malliaros
Network embedding algorithms are able to learn latent feature representations of nodes, transforming networks into lower dimensional vector representations. Typical key application…