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Workshop
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Sat 13:40
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Discovery of governing equations and biological principles from spatio-temporal time-series recordings
Nathan Kutz
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Workshop
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Fri 9:00
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Introduction to Time Series Workshop
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Workshop
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Fri 14:45
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Vitaly Kuznetsov: Kaggle web traffic time series forecasting competition: results and insights
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Poster
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Wed 18:30
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A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering
Hongteng Xu · Hongyuan Zha
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Poster
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Wed 18:30
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Online Learning for Multivariate Hawkes Processes
Yingxiang Yang · Jalal Etesami · Niao He · Negar Kiyavash
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Poster
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Mon 18:30
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Learning from uncertain curves: The 2-Wasserstein metric for Gaussian processes
Anton Mallasto · Aasa Feragen
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Poster
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Mon 18:30
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The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process
Hongyuan Mei · Jason Eisner
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Poster
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Tue 18:30
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Detrended Partial Cross Correlation for Brain Connectivity Analysis
Jaime Ide · Fábio Cappabianco · Fabio Faria · Chiang-shan R Li
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Workshop
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Fri 14:00
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Recovering Latent Causal Relations from Times Series Data
Negar Kiyavash
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Poster
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Tue 18:30
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GP CaKe: Effective brain connectivity with causal kernels
Luca Ambrogioni · Max Hinne · Marcel Van Gerven · Eric Maris
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Poster
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Mon 18:30
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Scalable Levy Process Priors for Spectral Kernel Learning
Phillip Jang · Andrew Loeb · Matthew Davidow · Andrew Wilson
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Poster
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Wed 18:30
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Reliable Decision Support using Counterfactual Models
Peter Schulam · Suchi Saria
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