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