@conference {tomkins:ijcai17, title = {Disambiguating Energy Disaggregation: A Collective Probabilistic Approach}, booktitle = {International Joint Conference on Artifi cial Intelligence}, year = {2017}, author = {Tomkins, Sabina and Pujara, Jay and Lise Getoor} }