Lu Cheng

sUrban: Stable Prediction for Unseen Urban Data from Location-based Sensors

"Recent machine learning research on smart cities has achieved great success in predicting future trends, under the key assumption that the test data follows the same distribution of the training data. The rapid urbanization, however, makes this assumption challenging to hold in practice. Because new data is emerging…