Context-Aware Online Collective Inference for Templated Graphical Models

         Charles Dickens * 1 Connor Pryor * 1 Eriq Augustine 1 Alex Miller 1 Lise Getoor 1

             Abstract                by a predictor. These are two of many examples of problems
                                 that are both online and require joint predictions.
   In this work, we examine online collective infer-
   ence, the problem of maintaining and performing      Online inference is especially challenging f ...