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FBLG: A Simple and Effective Approach for Temporal Dependence Discovery from Time Series Data
Published on Feb 4, 20251939 Views
Discovering temporal dependence structure from multivariate time series has established its importance in many applications. We observe that when we look in reversed order of time, the temporal depend
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Presentation
FBLG: A Simple and Effective Approach for Temporal Dependence Discovery from Time Series Data00:00
Temporal dependence discovery has been applied in00:15
Related Works02:02
Challenge - 103:25
Challenge - 205:34
Studied Models08:01
Forward Backward Lasso-Granger08:48
Experimental Results: Synthetic Data10:33
Experimental Results: Retweet Network and Microarray11:41
Conclusion12:32