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02/07/2023
How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control
Score-based generative modeling, informally referred to as diffusion mod...
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11/29/2022
Weakly Supervised Learning Significantly Reduces the Number of Labels Required for Intracranial Hemorrhage Detection on Head CT
Modern machine learning pipelines, in particular those based on deep lea...
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07/14/2022
From Shapley back to Pearson: Hypothesis Testing via the Shapley Value
Machine learning models, in particular artificial neural networks, are i...
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04/13/2021
Fast Hierarchical Games for Image Explanations
As modern complex neural networks keep breaking records and solving hard...
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04/04/2021