AI models often rely on "spurious correlations," making decisions based on unimportant and potentially misleading information ...

MIT researchers have identified significant examples of machine-learning model failure when those models are applied to data ...

Self-supervised learning (SSL) approaches have recently become state-of-the-art (SOTA) for personalized recommendation. The core idea of SSL in recommendation is to learn better user and item ...