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cs.LG2021★ 2 cited
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.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…