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02/18/2021
Reinforcement Learning for Datacenter Congestion Control
We approach the task of network congestion control in datacenters using ...
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09/28/2017
Distance-based Confidence Score for Neural Network Classifiers
The reliable measurement of confidence in classifiers' predictions is ve...
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04/20/2017
Every Untrue Label is Untrue in its Own Way: Controlling Error Type with the Log Bilinear Loss
Deep learning has become the method of choice in many application domain...
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10/26/2016