37 citations · 64 across the 6 of their papers we have counts for
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stat.ML2021★ 2 cited
Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance
Ioanna Arkoudi, Carlos Lima Azevedo, Francisco C. Pereira
This study proposes a novel approach that combines theory and data-driven choice models using Artificial Neural Networks (ANNs). In particular, we use continuous vector representat…
stat.ML2017
Deep learning from crowds
Filipe Rodrigues, Francisco Pereira
Over the last few years, deep learning has revolutionized the field of machine learning by dramatically improving the state-of-the-art in various domains. However, as the size of s…