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2024 ICML ICML 2024

Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics and Mathematics & Optimization

Authors

Zichong Li, Qunzhi Xu, Zhenghao Xu, Yajun Mei, Tuo Zhao, Hongyuan Zha

Topics

Deep Learning > Models > Generative Models Data Science & Analytics > Methods > Time Series Analysis Mathematics & Optimization > Optimization > Stochastic Methods

Keywords

pseudo-likelihood score matching confidence region confidence interval score-based sampling marked spatio-temporal point process
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