Cold-Start Active Preference Learning in Socio-Economic Domains

Mojtaba Fayaz-Bakhsh, Danial Ataee, MohammadAmin Fazli

Active preference learning offers an efficient approach to modeling preferences, but it is hindered by the cold-start problem, which leads to a marked decline in performance when n…