Abdelilah Bajjou

DISR: Distributional Item Representations for Sequential Recommendation

Sequential recommender systems predict the next item from a chronological interaction history, typically representing users and items as point embeddings scored by dot product. DISR (Distributional Item Representations for Sequential Recommendation) instead represents items and sequence queries as diagonal Gaussian dis...