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Workshop
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Sat 8:45
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Time Series Workshop
Yian Ma · Ehi Nosakhare · Yuyang Wang · Scott Yang · Rose Yu
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Spotlight
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Thu 19:00
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Explaining Time Series Predictions with Dynamic Masks
Jonathan Crabbé · Mihaela van der Schaar
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Workshop
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Sat 11:45
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Morning Poster Session: Temporal Dependencies in Feature Importance for Time Series Predictions
Clayton Rooke
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Poster
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Thu 21:00
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CountSketches, Feature Hashing and the Median of Three
Kasper Green Larsen · Rasmus Pagh · Jakub Tětek
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Poster
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Wed 9:00
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Necessary and sufficient conditions for causal feature selection in time series with latent common causes
Atalanti Mastakouri · Bernhard Schölkopf · Dominik Janzing
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Workshop
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Sat 17:00
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Afternoon Poster Session: Time2Cluster: Clustering Time Series Using Neighbor Information
Shima Imani
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Workshop
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Sat 11:45
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Morning Poster Session: An efficient Gaussian process framework for analysis of oscillations in nonstationary time series
Andrew Song
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Workshop
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Sat 14:30
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Contributed Talk: PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series
Paul Jeha
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Workshop
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Sat 11:45
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Morning Poster Session: PSA-GAN: Progressive Self Attention GANs for Synthetic Time Series
Paul Jeha · Pedro Mercado
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Poster
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Thu 9:00
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Few-Shot Conformal Prediction with Auxiliary Tasks
Adam Fisch · Tal Schuster · Tommi Jaakkola · Regina Barzilay
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Spotlight
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Wed 7:25
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Necessary and sufficient conditions for causal feature selection in time series with latent common causes
Atalanti Mastakouri · Bernhard Schölkopf · Dominik Janzing
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Workshop
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Sat 17:00
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Afternoon Poster Session: Inferring Black Hole Properties from Astronomical Multivariate Time Series with Bayesian Attentive Neural Processes
Ji Won Park
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