Kyung-Ho Kim

Post-Training Embedding Enhancement for Long-Tail Recommendation

2024

Item popularity in real-world data follows a long-tail distribution, where a few items attract most of the attention, while the majority receive much less. This disparity results in high-quality embeddings for popular (head) items, but …