Interaction Function

DataFunTalk

Feb 7, 2020 · Artificial Intelligence

Automated Machine Learning for Interaction Functions in Collaborative Filtering

This article presents a comprehensive study on using automated machine learning (AutoML) to design interaction functions for collaborative filtering, introducing the SIF framework, detailing its search space, one‑shot algorithm, neural architecture search integration, and demonstrating superior performance on benchmark recommendation datasets.