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Poster
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Thu 2:30
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An Analysis of Linear Time Series Forecasting Models
William Toner · Luke Darlow
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Workshop
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Datasets for Time Series Foundation Models
Arjun Choudhry · Konrad Szafer · Mononito Goswami · Yifu Cai · Artur Dubrawski
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Poster
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Thu 4:30
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Time Series Diffusion in the Frequency Domain
Jonathan Crabbé · Nicolas Huynh · Jan Stanczuk · M van der Schaar
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Poster
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Wed 2:30
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Amortized Equation Discovery in Hybrid Dynamical Systems
Yongtuo Liu · Sara Magliacane · Miltiadis (Miltos) Kofinas · Efstratios Gavves
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Poster
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Wed 2:30
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Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics
Manuel Brenner · Florian Hess · Georgia Koppe · Daniel Durstewitz
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Workshop
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TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model
Defu Cao · Wen Ye · Yan Liu
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Poster
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Thu 4:30
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Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
Andrea Cini · Danilo Mandic · Cesare Alippi
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Poster
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Thu 2:30
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On the Identifiability of Switching Dynamical Systems
Carles Balsells-Rodas · Yixin Wang · Yingzhen Li
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Poster
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Wed 2:30
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Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling
Ivan Marisca · Cesare Alippi · Filippo Maria Bianchi
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Poster
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Thu 2:30
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Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions
Yongqiang Cai
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Poster
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Thu 4:30
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Interacting Diffusion Processes for Event Sequence Forecasting
Mai Zeng · Florence Regol · Mark Coates
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Poster
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Thu 4:30
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Discovering Mixtures of Structural Causal Models from Time Series Data
Sumanth Varambally · Yian Ma · Rose Yu
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