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Oral
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Wed 18:00
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Conformal prediction interval for dynamic time-series
Chen Xu · Yao Xie
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Poster
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Wed 21:00
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Conformal prediction interval for dynamic time-series
Chen Xu · Yao Xie
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Workshop
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Sat 9:00
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Mihaela Van der Schaar: Time-series in healthcare: challenges and solutions
Mihaela van der Schaar
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Affinity Workshop
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Wed 8:30
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Time-series Forecasting of Ionospheric Space Weather using Ensemble Machine Learning
Randa Natras
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Poster
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Tue 21:00
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Neural Rough Differential Equations for Long Time Series
James Morrill · Cristopher Salvi · Patrick Kidger · James Foster
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Workshop
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Sat 11:45
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Morning Poster Session: Deep Signature Statistics for Likelihood-free Time-series Models
Joel Dyer
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Poster
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Wed 9:00
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Variance Reduced Training with Stratified Sampling for Forecasting Models
Yucheng Lu · Youngsuk Park · Lifan Chen · Yuyang Wang · Christopher De Sa · Dean Foster
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Poster
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Wed 21:00
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Cumulants of Hawkes Processes are Robust to Observation Noise
William Trouleau · Jalal Etesami · Matthias Grossglauser · Negar Kiyavash · Patrick Thiran
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Poster
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Wed 21:00
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Event Outlier Detection in Continuous Time
Siqi Liu · Milos Hauskrecht
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Poster
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Tue 9:00
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Voice2Series: Reprogramming Acoustic Models for Time Series Classification
Huck Yang · Yun-Yun Tsai · Pin-Yu Chen
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Spotlight
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Tue 19:35
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Neural Rough Differential Equations for Long Time Series
James Morrill · Cristopher Salvi · Patrick Kidger · James Foster
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Poster
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Wed 21:00
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Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting
Kashif Rasul · Calvin Seward · Ingmar Schuster · Roland Vollgraf
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