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The 2021 schedule is still incomplete
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Oral
Wed Jul 21 06:00 PM -- 06:20 PM (PDT)
Conformal prediction interval for dynamic time-series
In Time Series 2
Chen Xu · Yao Xie
[ Paper ]
Spotlight
Wed Jul 21 06:20 PM -- 06:25 PM (PDT)
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
Wed Jul 21 06:25 PM -- 06:30 PM (PDT)
Segmenting Hybrid Trajectories using Latent ODEs
In Time Series 2
Ruian Shi · Quaid Morris
[ Paper ]
Spotlight
Wed Jul 21 06:30 PM -- 06:35 PM (PDT)
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
Wed Jul 21 06:35 PM -- 06:40 PM (PDT)
Event Outlier Detection in Continuous Time
In Time Series 2
Siqi Liu · Milos Hauskrecht
[ Paper ]
Spotlight
Wed Jul 21 06:40 PM -- 06:45 PM (PDT)
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting
In Time Series 2
Kashif Rasul · Calvin Seward · Ingmar Schuster · Roland Vollgraf
[ Paper ]
Spotlight
Wed Jul 21 06:45 PM -- 06:50 PM (PDT)
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
Wed Jul 21 06:50 PM -- 06:55 PM (PDT)
Q&A
In Time Series 2