Islam Elnabarawy

Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent

2018

One of the leading approaches to collaborative filtering is to use matrix factorization to discover a set of latent factors that explain the pattern of preferences. In this paper, we apply a resilient stochastic gradient …

Nested monte carlo search expression discovery for the automated design of fuzzy ART category choice functions

2019 · Proceedings of the Genetic and Evolutionary Computation Conference Companion

While the performance of many neural network and machine learning schemes has been improved through the automated design of various components of their architectures, the automated improvement of Adaptive Resonance Theory (ART) neural networks remains …