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74 Results
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Workshop
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Fri 13:00 |
Inferring mood disorder symptoms from multivariate time-series sensory data Bryan Li · Filippo Corponi · Gerard Anmella · Ariadna Mas Musons · Miriam Sanabra · Diego Hidalgo-Mazzei · Antonio Vergari |
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Workshop
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Robustness of Neural Networks used in Electrical Motor Time-Series Sagar Verma · Kavya Gupta |
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Poster
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Tue 14:00 |
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization Xuhai Xu · Han Zhang · Yasaman Sefidgar · Yiyi Ren · Xin Liu · Woosuk Seo · Jennifer Brown · Kevin Kuehn · Mike Merrill · Paula Nurius · Shwetak Patel · Tim Althoff · Margaret Morris · Eve Riskin · Jennifer Mankoff · Anind Dey |
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Poster
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Thu 14:00 |
When to Intervene: Learning Optimal Intervention Policies for Critical Events Niranjan Damera Venkata · Chiranjib Bhattacharyya |
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Poster
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Thu 14:00 |
Efficient learning of nonlinear prediction models with time-series privileged information Bastian Jung · Fredrik Johansson |
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Workshop
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Discovering ordinary differential equations that govern time-series Sören Becker · Michal Klein · Alexander Neitz · Giambattista Parascandolo · Niki Kilbertus |
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Workshop
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First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting Xiyuan Zhang · Xiaoyong Jin · Karthick Gopalswamy · Gaurav Gupta · Youngsuk Park · Xingjian Shi · Hao Wang · Danielle Maddix · Yuyang (Bernie) Wang |
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Poster
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Thu 9:00 |
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers Ran Liu · Mehdi Azabou · Max Dabagia · Jingyun Xiao · Eva Dyer |
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Poster
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Thu 9:00 |
Time-Conditioned Dances with Simplicial Complexes: Zigzag Filtration Curve based Supra-Hodge Convolution Networks for Time-series Forecasting Yuzhou Chen · Yulia Gel · H. Vincent Poor |
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Poster
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Tue 14:00 |
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation Maxwell Xu · Alexander Moreno · Supriya Nagesh · Varol Aydemir · David Wetter · Santosh Kumar · James Rehg |
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Poster
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Wed 14:00 |
Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks Yijing Liu · Qinxian Liu · Jian-Wei Zhang · Haozhe Feng · Zhongwei Wang · Zihan Zhou · Wei Chen |
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Affinity Workshop
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FMAM: A novel Factorization Machine based Attention Mechanism for Forecasting Time Series Data Fahim Azad |