most citedBatch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration

9 citations · 23 across the 4 of their papers we have counts for

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cs.LG2020★ 3 cited

Power System Event Identification based on Deep Neural Network with Information Loading

Jie Shi, Brandon Foggo, Nanpeng Yu

Online power system event identification and classification is crucial to enhancing the reliability of transmission systems. In this paper, we develop a deep neural network (DNN) b…

cs.LG2019★ 8 cited

Information Losses in Neural Classifiers from Sampling

Brandon Foggo, Nanpeng Yu, Jie Shi +1

This paper considers the subject of information losses arising from the finite datasets used in the training of neural classifiers. It proves a relationship between such losses as…