24 citations · 43 across the 7 of their papers we have counts for
7 papers
Constructing dynamic residential energy lifestyles using Latent Dirichlet Allocation
Xiao Chen, Chad Zanocco, June Flora +1
The rapid expansion of Advanced Meter Infrastructure (AMI) has dramatically altered the energy information landscape. However, our ability to use this information to generate actio…
Generating private data with user customization
Xiao Chen, Thomas Navidi, Ram Rajagopal
Personal devices such as mobile phones can produce and store large amounts of data that can enhance machine learning models; however, this data may contain private information spec…
Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture
Hao Sheng, Xiao Chen, Jingyi Su +2
How can we effectively leverage the domain knowledge from remote sensing to better segment agriculture land cover from satellite images? In this paper, we propose a novel, model-ag…
The 1st Agriculture-Vision Challenge: Methods and Results
Mang Tik Chiu, Xingqian Xu, Kai Wang +39
The first Agriculture-Vision Challenge aims to encourage research in developing novel and effective algorithms for agricultural pattern recognition from aerial images, especially f…
Energy Resource Control via Privacy Preserving Data
Xiao Chen, Thomas Navidi, Ram Rajagopal
Although the frequent monitoring of smart meters enables granular control over energy resources, it also increases the risk of leakage of private information such as income, home o…
Distributed generation of privacy preserving data with user customization
Xiao Chen, Thomas Navidi, Stefano Ermon +1
Distributed devices such as mobile phones can produce and store large amounts of data that can enhance machine learning models; however, this data may contain private information s…
Electric vehicle charging during the day or at night: a perspective on carbon emissions
Xiao Chen, Chin-Woo Tan, Sila Kiliccote +1
We propose an emission-oriented charging scheme to evaluate the emissions of electric vehicle (EV) charging from the electricity sector at the region of Electric Reliability Counci…