53 citations · 86 across the 29 of their papers we have counts for
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cs.LG2020★ 6 cited
Consistent Feature Selection for Analytic Deep Neural Networks
Vu Dinh, Lam Si Tung Ho
One of the most important steps toward interpretability and explainability of neural network models is feature selection, which aims to identify the subset of relevant features. Th…
stat.ML2020★ 4 cited
Consistent feature selection for neural networks via Adaptive Group Lasso
Vu Dinh, Lam Si Tung Ho
One main obstacle for the wide use of deep learning in medical and engineering sciences is its interpretability. While neural network models are strong tools for making predictions…
stat.AP2020
Efficient Bayesian Inference of General Gaussian Models on Large Phylogenetic Trees
Paul Bastide, Lam Si Tung Ho, Guy Baele +2
Phylogenetic comparative methods correct for shared evolutionary history among a set of non-independent organisms by modeling sample traits as arising from a diffusion process alon…