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72 Results
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Workshop
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Can We Forecast And Detect Earthquakes From Heterogeneous Multivariate Time Series Data? Asadullah Hill Galib · Luke Cullen · Andy Smith · Debvrat Varshney · Edward Brown · Peter Chi · Xiangning Chu · Filip Svoboda |
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Poster
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Tue 9:00 |
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks Jinsung Jeon · JEONGHAK KIM · Haryong Song · Seunghyeon Cho · Noseong Park |
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Workshop
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Fri 9:30 |
Fair Multimodal Checklists for Interpretable Clinical Time Series Prediction Qixuan Jin · Haoran Zhang · Thomas Hartvigsen · Marzyeh Ghassemi |
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Poster
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Tue 14:00 |
Conformal Prediction with Temporal Quantile Adjustments Zhen Lin · Shubhendu Trivedi · Jimeng Sun |
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Poster
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Thu 9:00 |
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN) Ali Seyfi · Jean-Francois Rajotte · Raymond Ng |
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Poster
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Wed 9:00 |
BILCO: An Efficient Algorithm for Joint Alignment of Time Series Xuelong Mi · Mengfan Wang · Alex Chen · Jing-Xuan Lim · Yizhi Wang · Misha B Ahrens · Guoqiang Yu |
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Poster
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Thu 14:00 |
WaveBound: Dynamic Error Bounds for Stable Time Series Forecasting Youngin Cho · Daejin Kim · DONGMIN KIM · MOHAMMAD AZAM KHAN · Jaegul Choo |
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Affinity Workshop
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Synthetic Data Augmentation for Time Series Forecasting Kasumi Ohno · Kohei Makino · Makoto Miwa · Yutaka Sasaki |
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Workshop
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Fri 13:00 |
Contrastive Pre-Training for Multimodal Medical Time Series Aniruddh Raghu · Payal Chandak · Ridwan Alam · John Guttag · Collin Stultz |
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Poster
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Thu 9:00 |
Dynamic Sparse Network for Time Series Classification: Learning What to “See” Qiao Xiao · Boqian Wu · Yu Zhang · Shiwei Liu · Mykola Pechenizkiy · Elena Mocanu · Decebal Constantin Mocanu |
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Affinity Workshop
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Explaining complex system of multivariate times series behavior Ikram Chraibi Kaadoud · Lina Fahed · Tian Tian · Yannis Haralambous · Philippe Lenca |
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Workshop
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Fri 9:00 |
Fair Multimodal Checklists for Interpretable Clinical Time Series Prediction Qixuan Jin · Haoran Zhang · Thomas Hartvigsen · Marzyeh Ghassemi |