compatibility estimation 1graph representation 1label propagation 1node classification 1semi-supervised learning 1sparse data 1
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Showing 2022 · cs.LGShow all
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cs.LG2022★ 35 cited
Multidimensional Service Quality Scoring System
Shiyang Lai
This supplementary paper aims to introduce the Multidimensional Service Quality Scoring System (MSQs), a review-based method for quantifying host service quality mentioned and empl…
cs.LG2022★ 50 cited
Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks
Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos +1
Origin-Destination (O-D) travel demand prediction is a fundamental challenge in transportation. Recently, spatial-temporal deep learning models demonstrate the tremendous potential…
cs.LG2022★ 11 cited
Subverting Fair Image Search with Generative Adversarial Perturbations
Avijit Ghosh, Matthew Jagielski, Christo Wilson
In this work we explore the intersection fairness and robustness in the context of ranking: when a ranking model has been calibrated to achieve some definition of fairness, is it p…