The adjective glocal means "reflecting or characterized by both local and global considerations". [2] The term "glocal management" in a sense of "think globally, act locally" is used in the …

We propose a Global-Local Kernel-based matrix completion framework, named GLocal-K, that aims to generalise and represent a high-dimensional sparse user-item matrix entry into a low …

The proposed matrix completion framework based on global and local kernels, called GLocal-K, includes two stages: 1) pre-training an autoencoder using the local kernelised weight matrix, …

Oct 30, 2021 · We propose a Global Local Kernel-based matrix completion framework, named GLocal-K, that aims to generalise and represent a high-dimensional sparse user-item matrix …

Jul 20, 2024 · GLocal-K focus on improving the feature extraction performance for a high-dimensional user- item rating matrix into a low-dimensional latent feature space. In this …

Aug 27, 2021 · We propose a Global-Local Kernel-based matrix completion framework, named GLocal-K, that aims to generalise and represent a high-dimensional sparse user-item matrix …

The proposed matrix completion framework based on global and local kernels, called GLocal-K, includes two stages: 1) pre-training an autoencoder using the local kernelised weight matrix, …

Aug 27, 2021 · We propose a Global-Local Kernel-based matrix completion framework, named GLocal-K, that aims to generalise and represent a high-dimensional sparse user-item matrix …

This repository contains unofficial PyTorch code for paper GLocal-K: Global and Local Kernels for Recommender Systems. You may find the original code in TensorFlow here.

Mar 18, 2022 · For those who aren’t yet familiar with the term, glocalization can be defined as “the adaptation of global and international products into the local contexts they're used and sold in." …