23 citations · 29 across the 3 of their papers we have counts for
4 papers · 1 filter
Stacked Penalized Logistic Regression for Selecting Views in Multi-View Learning
Wouter van Loon, Marjolein Fokkema, Botond Szabo +1
In biomedical research, many different types of patient data can be collected, such as various types of omics data and medical imaging modalities. Applying multi-view learning to t…
Fast Exact Bayesian Inference for Sparse Signals in the Normal Sequence Model
Tim van Erven, Botond Szabo
We consider exact algorithms for Bayesian inference with model selection priors (including spike-and-slab priors) in the sparse normal sequence model. Because the best existing exa…
Spike and slab empirical Bayes sparse credible sets
Ismael Castillo, Botond Szabo
In the sparse normal means model, coverage of adaptive Bayesian posterior credible sets associated to spike and slab prior distributions is considered. The key sparsity hyperparame…
Adaptive distributed methods under communication constraints
Botond Szabo, Harry van Zanten
We study distributed estimation methods under communication constraints in a distributed version of the nonparametric random design regression model. We derive minimax lower bounds…