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cs.LG2026
LLM Unlearning Evaluation with TRIAGE
Danial Ataee, Peter Triantafillou
Large language models can memorize private or harmful information, motivating machine unlearning methods that remove targeted knowledge while preserving other capabilities. However…
cs.LG2025
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…