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04/21/2022
Recommendations on test datasets for evaluating AI solutions in pathology
Artificial intelligence (AI) solutions that automatically extract inform...
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01/30/2019
GeNet: Deep Representations for Metagenomics
We introduce GeNet, a method for shotgun metagenomic classification from...
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12/04/2017
Learning Independent Causal Mechanisms
Independent causal mechanisms are a central concept in the study of caus...
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06/08/2017
Avoiding Discrimination through Causal Reasoning
Recent work on fairness in machine learning has focused on various stati...
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06/01/2017
Discriminative k-shot learning using probabilistic models
This paper introduces a probabilistic framework for k-shot image classif...
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02/23/2017