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The 2021 schedule is still incomplete
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Oral
Thu Jul 22 10:00 AM -- 10:20 AM (KST)
Conformal prediction interval for dynamic time-series
In Time Series 2
Chen Xu · Yao Xie
[ Paper ]
Spotlight
Thu Jul 22 10:20 AM -- 10:25 AM (KST)
End-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical Time Series
In Time Series 2
Syama Sundar Yadav Rangapuram · Lucien Werner · Konstantinos Benidis · Pedro Mercado · Jan Gasthaus · Tim Januschowski
[ Paper ]
Spotlight
Thu Jul 22 10:25 AM -- 10:30 AM (KST)
Segmenting Hybrid Trajectories using Latent ODEs
In Time Series 2
Ruian Shi · Quaid Morris
[ Paper ]
Spotlight
Thu Jul 22 10:30 AM -- 10:35 AM (KST)
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting
In Time Series 2
Yuzhou Chen · Ignacio Segovia Dominguez · Yulia R Gel
[ Paper ]
Spotlight
Thu Jul 22 10:35 AM -- 10:40 AM (KST)
Event Outlier Detection in Continuous Time
In Time Series 2
Siqi Liu · Milos Hauskrecht
[ Paper ]
Spotlight
Thu Jul 22 10:40 AM -- 10:45 AM (KST)
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting
In Time Series 2
Kashif Rasul · Calvin Seward · Ingmar Schuster · Roland Vollgraf
[ Paper ]
Spotlight
Thu Jul 22 10:45 AM -- 10:50 AM (KST)
Cumulants of Hawkes Processes are Robust to Observation Noise
In Time Series 2
William Trouleau · Jalal Etesami · Matthias Grossglauser · Negar Kiyavash · Patrick Thiran
[ Paper ]
Q&A
Thu Jul 22 10:50 AM -- 10:55 AM (KST)
Q&A
In Time Series 2