9 citations · 33 across the 9 of their papers we have counts for
Showing 2017 · stat.MLShow all
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stat.ML2017
Conditional Variance Penalties and Domain Shift Robustness
Christina Heinze-Deml, Nicolai Meinshausen
When training a deep neural network for image classification, one can broadly distinguish between two types of latent features of images that will drive the classification. We can…
stat.ML2017★ 7 cited
Preserving Differential Privacy Between Features in Distributed Estimation
Christina Heinze-Deml, Brian McWilliams, Nicolai Meinshausen
Privacy is crucial in many applications of machine learning. Legal, ethical and societal issues restrict the sharing of sensitive data making it difficult to learn from datasets th…