Evaluating Performance and Bias of Negative Sampling in Large-Scale Sequential Recommendation Models

Arushi Prakash, Dimitrios Bermperidis, Srivas Chennu

Large-scale industrial recommendation models predict the most relevant items from catalogs containing millions or billions of options. To train these models efficiently, a small se…