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