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Researcher profile

Salvador Robles Herrera

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. When is deep learning better and when is shallow learning better: qualitative analysis

    2022 · International Journal of Parallel Emergent and Distributed Systems

    In many practical situations, deep neural networks work better than the traditional ‘shallow’ ones; however, in some cases, the shallow neural networks lead to better results. At present, deciding which type of neural networks will …

  2. Predicting Fairness of ML Software Configurations

    2024 · arXiv (Cornell University)

    This paper investigates the relationships between hyperparameters of machine learning and fairness. Data-driven solutions are increasingly used in critical socio-technical applications where ensuring fairness is important. Rather than explicitly encoding decision logic via control and …