🚨New Paper Alert🚨
Many personalization methods optimize performance but ignore real-world impact.
We examine its effects on:
✅ Performance
⚖️ Fairness: Can it represent minorities fairly?
⚠️ Unintended Effects: Does it harm safety?
🔄 Adaptability: Quickly adapt to new users?