Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction

28 Oct 2018William HerlandsDaniel B. NeillHannes NickischAndrew Gordon Wilson

Identifying changes in model parameters is fundamental in machine learning and statistics. However, standard changepoint models are limited in expressiveness, often addressing unidimensional problems and assuming instantaneous changes... (read more)

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