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Predictive algorithms are a critical part of the ubiquitous computing vision, enabling appropriate action on behalf of users. A common class of algorithms, which has seen uptake in ubiquitous computing, is supervised machine learning algorithms. Such algorithms are trained to make predictions based on a set of features (selected at training time). However,(More)
Research Interests Machine learning applied to social challenges, particularly environmental sustainability; residential energy analysis; adaptive survey design Dynamic Feature Ordering for Interactive Predictions 2014 – present Analyzing and predicting residential energy consumption as part of a larger project to give prospective tenants a more complete(More)
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