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A market approach to Collaborative Artificial Intelligence that preserves privacy  
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  • Henri M.B van den Bulk
Henri M.B van den Bulk
Colorado School of Mines
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Abstract

In recent years the use of Deep Neural Networks (DNN) has become more prevalent and significant research has been done in this area. DNNs have different architectures to solve different Machine Learning problems. Breakthroughs in this field have been made due to the availability of data and the ability to process the amount of data.  The training of DNNs requires significant resources that might not be directly available to a researcher. Cloud providers or individual institutions might have resources available that would like to capitalize on their resources. By using a market model we can match the asks and bid for services related to DNN.