ListarLCC - Contribuciones a congresos científicos por tema "Unsupervised learning"
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A novel continual learning approach for competitive neural networks
(2022)Continual learning tries to address the stability-plasticity dilemma to avoid catastrophic forgetting when dealing with non-stationary distributions. Prior works focused on supervised or reinforcement learning, but few ... -
A new self-organizing neural gas model based on Bregman divergences
(2018-07-20)In this paper, a new self-organizing neural gas model that we call Growing Hierarchical Bregman Neural Gas (GHBNG) has been proposed. Our proposal is based on the Growing Hierarchical Neural Gas (GHNG) in which Bregman ...