Cosimo Rulli

Distilled Neural Networks for Efficient Learning to Rank

2022 · IEEE Transactions on Knowledge and Data Engineering

Recent studies in Learning to Rank have shown the possibility to effectively distill a neural network from an ensemble of regression trees. This result leads neural networks to become a natural competitor of tree-based ensembles …