@TECHREPORT\{IMM2014-06151, author = "B. S. Jensen and J. B. Nielsen", title = "Pairwise Judgements and Absolute Ratings with Gaussian Process Priors", year = "2014", month = "jan", number = "", series = "", institution = "", address = "", type = "", url = "http://www2.compute.dtu.dk/pubdb/pubs/6151-full.html", abstract = "In this report we shortly discuss preference learning using Gaussian Process priors with classic likelihoods. We then suggest and describe a new likelihood function for this task, applicable for both pairwise judgments and absolute ratings. The appendix contains relevant derivations required for parameter estimation and inference." }