Researcher profile
Eduardo C. Garrido‐Merchán
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Multi-class Gaussian Process Classification with Noisy Inputs
2020 · arXiv (Cornell University)
It is a common practice in the machine learning community to assume that the observed data are noise-free in the input attributes. Nevertheless, scenarios with input noise are common in real problems, as measurements are …
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Comparing BERT against traditional machine learning text classification
2020 · arXiv (Cornell University)
The BERT model has arisen as a popular state-of-the-art machine learning model in the recent years that is able to cope with multiple NLP tasks such as supervised text classification without human supervision. Its flexibility …