23 citations · 26 across the 4 of their papers we have counts for
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stat.ML2020★ 2 cited
Bayesian Importance of Features (BIF)
Kamil Adamczewski, Frederik Harder, Mijung Park
We introduce a simple and intuitive framework that provides quantitative explanations of statistical models through the probabilistic assessment of input feature importance. The co…
cs.LG2020★ 23 cited
DP-MERF: Differentially Private Mean Embeddings with Random Features for Practical Privacy-Preserving Data Generation
Frederik Harder, Kamil Adamczewski, Mijung Park
We propose a differentially private data generation paradigm using random feature representations of kernel mean embeddings when comparing the distribution of true data with that o…