Researcher profile

Miguel R. D. Rodrigues

2 papers in the PaperMetrix corpus

Publications

Papers by this author

Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems

2017 · arXiv (Cornell University)

Security, privacy, and fairness have become critical in the era of data science and machine learning. More and more we see that achieving universally secure, private, and fair systems is practically impossible. We have seen …
Exploring the Impact of Additive Shortcuts in Neural Networks via Information Bottleneck-like Dynamics: From ResNet to Transformer

2024 · Entropy

Deep learning has made significant strides, driving advances in areas like computer vision, natural language processing, and autonomous systems. In this paper, we further investigate the implications of the role of additive shortcut connections, focusing …