Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models

Tyler Wilson, Andrew McDonald, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo. Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models. In Aidong Zhang, Huzefa Rangwala, editors, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. pages 2020-2028, ACM, 2022. [doi]

Authors

Tyler Wilson

This author has not been identified. Look up 'Tyler Wilson' in Google

Andrew McDonald

This author has not been identified. Look up 'Andrew McDonald' in Google

Asadullah Hill Galib

This author has not been identified. Look up 'Asadullah Hill Galib' in Google

Pang-Ning Tan

This author has not been identified. Look up 'Pang-Ning Tan' in Google

Lifeng Luo

This author has not been identified. Look up 'Lifeng Luo' in Google