Information-Bottlenecked Variational Autoencoder for Top-N Recommendation via Gating Mechanism
The generative module in VAEinfox incorporates a Mixture-of-Experts (MoE) paradigm, enhancing representation learning and the decoder's ability to process complex data and extract task-relevant information, improving the model's generative performance while also enhancing its universality and efficiency, particularly w...