36 citations · 59 across the 16 of their papers we have counts for
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stat.ML2016
Sparse additive Gaussian process with soft interactions
Garret Vo, Debdeep Pati
Additive nonparametric regression models provide an attractive tool for variable selection in high dimensions when the relationship between the response and predictors is complex.…
math.ST2016
Sub-optimality of some continuous shrinkage priors
Anirban Bhattacharya, David B. Dunson, Debdeep Pati +1
Two-component mixture priors provide a traditional way to induce sparsity in high-dimensional Bayes models. However, several aspects of such a prior, including computational comple…