Sherry Sahebi

Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling

Simple random negative sampling is a technique used to enhance decision-making in sequential models with numerous potential negative instances, like recommender systems. However, it ignores the patterns that can be discovered in complex sequences to select the most informative negative samples. In t…