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Workshop
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Conditional Generative Modeling for High-dimensional Marked Temporal Point Processes
Zheng Dong · Zekai Fan · Shixiang Zhu
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Poster
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Thu 15:00
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Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions
Çağlar Hızlı · ST John · Anne Juuti · Tuure Saarinen · Kirsi Pietiläinen · Pekka Marttinen
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Workshop
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Marked Neural Spatio-Temporal Point Process Involving a Dynamic Graph Neural Network
Silvia Beddar-Wiesing · Alice Moallemy-Oureh · Rüdiger Nather · Josephine Thomas
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Poster
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Tue 8:45
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Add and Thin: Diffusion for Temporal Point Processes
David Lüdke · Marin Biloš · Oleksandr Shchur · Marten Lienen · Stephan Günnemann
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Poster
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Wed 15:00
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Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes
YIXUAN ZHANG · Quyu Kong · Feng Zhou
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Workshop
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Sat 6:45
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Deep Graph Kernel Point Processes
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Workshop
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\textit{Less But Better}\\ Towards better \textit{AQ} Monitoring by learning \\ Inducing Points for Multi-Task Gaussian Processes
Progyan Das · Mihir Agarwal
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Workshop
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Deep graph kernel point processes
Zheng Dong · Matthew Repasky · Xiuyuan Cheng · Yao Xie
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Poster
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Wed 8:45
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Prompt-augmented Temporal Point Process for Streaming Event Sequence
Siqiao Xue · Yan Wang · Zhixuan Chu · Xiaoming Shi · Caigao JIANG · Hongyan Hao · Gangwei Jiang · Xiaoyun Feng · James Zhang · Jun Zhou
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Poster
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Tue 8:45
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Automatic Integration for Spatiotemporal Neural Point Processes
Zihao Zhou · Rose Yu
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Poster
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Wed 15:00
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A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process
Jiayu Chen · Vaneet Aggarwal · Tian Lan
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Workshop
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Embracing assay heterogeneity with neural processes for markedly improved bioactivity predictions
Lucian Chan · Marcel Verdonk · Carl Poelking
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