Datasheets for Datasets
http://arxiv.org/abs/1803.09010
#Databases #ArtificialIntelligence #AIEthics #Ethics #MachineLearning
http://arxiv.org/abs/1803.09010
#Databases #ArtificialIntelligence #AIEthics #Ethics #MachineLearning
Datasheets for Datasets
Gebru et al.: https://arxiv.org/abs/1803.09010
#Databases #ArtificialIntelligence #AIEthics #Ethics #MachineLearning
Gebru et al.: https://arxiv.org/abs/1803.09010
#Databases #ArtificialIntelligence #AIEthics #Ethics #MachineLearning
arXiv.org
Datasheets for Datasets
The machine learning community currently has no standardized process for documenting datasets, which can lead to severe consequences in high-stakes domains. To address this gap, we propose...
Capuchin: Causal Database Repair for Algorithmic Fairness
Salimi et al.: https://arxiv.org/abs/1902.08283
#Databases #ArtificialIntelligence #Fairness
Salimi et al.: https://arxiv.org/abs/1902.08283
#Databases #ArtificialIntelligence #Fairness