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42 Results
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Poster
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Thu 10:45 |
Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting Rajat Sen · Hsiang-Fu Yu · Inderjit Dhillon |
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Poster
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Thu 10:45 |
Exponentially convergent stochastic k-PCA without variance reduction Cheng Tang |
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Poster
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Wed 17:00 |
Band-Limited Gaussian Processes: The Sinc Kernel Felipe Tobar |
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Poster
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Thu 10:45 |
Fully Neural Network based Model for General Temporal Point Processes Takahiro Omi · naonori ueda · Kazuyuki Aihara |
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Poster
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Wed 17:00 |
NAOMI: Non-Autoregressive Multiresolution Sequence Imputation Yukai Liu · Rose Yu · Stephan Zheng · Eric Zhan · Yisong Yue |
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Poster
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Tue 17:30 |
Poisson-Randomized Gamma Dynamical Systems Aaron Schein · Scott Linderman · Mingyuan Zhou · David Blei · Hanna Wallach |
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Poster
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Tue 10:45 |
Learning low-dimensional state embeddings and metastable clusters from time series data Yifan Sun · Yaqi Duan · Hao Gong · Mengdi Wang |
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Poster
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Tue 10:45 |
Input-Output Equivalence of Unitary and Contractive RNNs Melikasadat Emami · Mojtaba Sahraee Ardakan · Sundeep Rangan · Alyson Fletcher |
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Poster
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Tue 10:45 |
Likelihood-Free Overcomplete ICA and Applications In Causal Discovery Chenwei DING · Mingming Gong · Kun Zhang · Dacheng Tao |
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Poster
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Wed 10:45 |
Enabling hyperparameter optimization in sequential autoencoders for spiking neural data Mohammad Reza Keshtkaran · Chethan Pandarinath |
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Poster
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Wed 10:45 |
PIDForest: Anomaly Detection via Partial Identification Parikshit Gopalan · Vatsal Sharan · Udi Wieder |
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Poster
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Wed 10:45 |
Uncertainty on Asynchronous Time Event Prediction Marin Biloš · Bertrand Charpentier · Stephan Günnemann |