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GeNet: Deep Representations for Metagenomics
We introduce GeNet, a method for shotgun metagenomic classification from...
01/30/2019 ∙ by Mateo Rojas-Carulla, et al. ∙
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Learning Independent Causal Mechanisms
Independent causal mechanisms are a central concept in the study of caus...
12/04/2017 ∙ by Giambattista Parascandolo, et al. ∙
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Avoiding Discrimination through Causal Reasoning
Recent work on fairness in machine learning has focused on various stati...
06/08/2017 ∙ by Niki Kilbertus, et al. ∙
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Discriminative k-shot learning using probabilistic models
This paper introduces a probabilistic framework for k-shot image classif...
06/01/2017 ∙ by Matthias Bauer, et al. ∙
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Causal Discovery Using Proxy Variables
Discovering causal relations is fundamental to reasoning and intelligenc...
02/23/2017 ∙ by Mateo Rojas-Carulla, et al. ∙
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