23 citations · 29 across the 3 of their papers we have counts for
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stat.ML2020
Spike and slab variational Bayes for high dimensional logistic regression
Kolyan Ray, Botond Szabo, Gabriel Clara
Variational Bayes (VB) is a popular scalable alternative to Markov chain Monte Carlo for Bayesian inference. We study a mean-field spike and slab VB approximation of widely used Ba…
math.ST2020
Distributed function estimation: adaptation using minimal communication
Botond Szabo, Harry van Zanten
We investigate whether in a distributed setting, adaptive estimation of a smooth function at the optimal rate is possible under minimal communication. It turns out that the answer…