27 citations · 30 across the 5 of their papers we have counts for
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cs.LG2023
Deep Classifier Mimicry without Data Access
Steven Braun, Martin Mundt, Kristian Kersting
Access to pre-trained models has recently emerged as a standard across numerous machine learning domains. Unfortunately, access to the original data the models were trained on may…
cs.LG2023★ 1 cited
Probabilistic Circuits That Know What They Don't Know
Fabrizio Ventola, Steven Braun, Zhongjie Yu +2
Probabilistic circuits (PCs) are models that allow exact and tractable probabilistic inference. In contrast to neural networks, they are often assumed to be well-calibrated and rob…