9 citations · 9 across the 1 of their papers we have counts for
3 papers
cs.LG2020
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…
eess.SY2020★ 9 cited
Batch-Constrained Reinforcement Learning for Dynamic Distribution Network Reconfiguration
Yuanqi Gao, Wei Wang, Jie Shi +1
Dynamic distribution network reconfiguration (DNR) algorithms perform hourly status changes of remotely controllable switches to improve distribution system performance. The proble…
cs.LG2019
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…