4 citations · 15 across the 9 of their papers we have counts for
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cs.LG2021
Learning Optimization Proxies for Large-Scale Security-Constrained Economic Dispatch
Wenbo Chen, Seonho Park, Mathieu Tanneau +1
The Security-Constrained Economic Dispatch (SCED) is a fundamental optimization model for Transmission System Operators (TSO) to clear real-time energy markets while ensuring relia…
cs.CV2021
Homography augumented momentum constrastive learning for SAR image retrieval
Seonho Park, Maciej Rysz, Kathleen M. Dipple +1
Deep learning-based image retrieval has been emphasized in computer vision. Representation embedding extracted by deep neural networks (DNNs) not only aims at containing semantic i…
cs.LG2021★ 2 cited
Deep Data Density Estimation through Donsker-Varadhan Representation
Seonho Park, Panos M. Pardalos
Estimating the data density is one of the challenging problems in deep learning. In this paper, we present a simple yet effective method for estimating the data density using a dee…