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Search All 2022 Events
Results
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Workshop
Sat 8:40
Yao Xie: Conformal prediction intervals and sets for time-series
Workshop
A Convolutional Neural Network for Supernova Time-Series Classification
Helen Qu
Poster
Thu 15:00
Learning of Cluster-based Feature Importance for Electronic Health Record Time-series
Henrique Aguiar · Mauro Santos · Peter Watkinson · Tingting Zhu
Spotlight
Thu 11:00
Learning of Cluster-based Feature Importance for Electronic Health Record Time-series
Henrique Aguiar · Mauro Santos · Peter Watkinson · Tingting Zhu
Poster
Thu 15:00
Utilizing Expert Features for Contrastive Learning of Time-Series Representations
Manuel Nonnenmacher · Lukas Oldenburg · Ingo Steinwart · David Reeb
Workshop
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data
Ramneet Kaur · Kaustubh Sridhar · Sangdon Park · Susmit Jha · Anirban Roy · Oleg Sokolsky · Insup Lee
Spotlight
Thu 12:50
Utilizing Expert Features for Contrastive Learning of Time-Series Representations
Manuel Nonnenmacher · Lukas Oldenburg · Ingo Steinwart · David Reeb
Poster
Wed 15:30
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
Ling Yang · Shenda Hong
Spotlight
Wed 10:20
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
Ling Yang · Shenda Hong
Poster
Tue 15:30
Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes
Gregory Benton · Wesley Maddox · Andrew Wilson
Poster
Tue 15:30
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications
Lukas Wolf · Ard Kastrati · Martyna Plomecka · Jieming Li · Dustin Klebe · Alexander Veicht · Roger Wattenhofer · Nicolas Langer
Poster
Tue 15:30
Neural Laplace: Learning diverse classes of differential equations in the Laplace domain
Samuel Holt · Zhaozhi Qian · Mihaela van der Schaar
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