22 citations · 34 across the 10 of their papers we have counts for
Showing 2020Show all
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stat.ML2020★ 5 cited
Federated Stochastic Gradient Langevin Dynamics
Khaoula El Mekkaoui, Diego Mesquita, Paul Blomstedt +1
Stochastic gradient MCMC methods, such as stochastic gradient Langevin dynamics (SGLD), employ fast but noisy gradient estimates to enable large-scale posterior sampling. Although…
cs.LG2020★ 5 cited
Correlated Feature Selection with Extended Exclusive Group Lasso
Yuxin Sun, Benny Chain, Samuel Kaski +1
In many high dimensional classification or regression problems set in a biological context, the complete identification of the set of informative features is often as important as…