Oral
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Tue 8:20
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Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences
Daniel Neil · Michael Pfeiffer · Shih-Chii Liu
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Poster
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Mon 9:00
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Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction
Hsiang-Fu Yu · Nikhil Rao · Inderjit Dhillon
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Poster
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Tue 9:00
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Graphical Time Warping for Joint Alignment of Multiple Curves
Yizhi Wang · David J Miller · Kira Poskanzer · Yue Wang · Lin Tian · Guoqiang Yu
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Poster
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Tue 9:00
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A state-space model of cross-region dynamic connectivity in MEG/EEG
Ying Yang · Elissa Aminoff · Michael Tarr · Robert E Kass
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Poster
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Wed 9:00
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Spectral Learning of Dynamic Systems from Nonequilibrium Data
Hao Wu · Frank Noe
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Poster
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Tue 9:00
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RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
Edward Choi · Taha Bahadori · Jimeng Sun · Joshua Kulas · Andy Schuetz · Walter Stewart
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Poster
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Mon 9:00
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Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes
Hassan A Kingravi · Harshal R Maske · Girish Chowdhary
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Oral
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Tue 2:40
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Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA
Aapo Hyvarinen · Hiroshi Morioka
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Poster
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Tue 9:00
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Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA
Aapo Hyvarinen · Hiroshi Morioka
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Poster
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Tue 9:00
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Sublinear Time Orthogonal Tensor Decomposition
Zhao Song · David Woodruff · Huan Zhang
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