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Transfer Learning for Linear Regression: a Statistical Test of Gain
Transfer learning, also referred as knowledge transfer, aims at reusing knowledge from a source dataset to a similar target one.
Textual Data for Time Series Forecasting
While ubiquitous, textual sources of information such as company reports, social media posts, etc.
Inferring linear and nonlinear Interaction networks using neighborhood support vector machines
In this paper, we consider modelling interaction between a set of variables in the context of time series and high dimension.
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