Research

My Google Scholar profile: Google Scholar

Publications

[1] “Semantic objective functions: A distribution-aware method for adding logical constraints in deep learning,” 2025, pp. 909–917, isbn: 978-989-758-737-5.
[2] “Neural architectures for logic constraints,” Ph.D. dissertation, The University of Edinburgh, 2025. doi: 10.7488/era/5692. <a href="https://hdl.handle.net/1842/43151" target="_blank">[Online]</a>
[3] “Boolean connectives and deep learning: Three interpretations,” in 2023, pp. 100–113, isbn: 9781643684062. doi: 10.3233/FAIA230137.
[4] “Signal perceptron: On the identifiability of boolean function spaces and beyond,” 2022, issn: 2624-8212. doi: 10.3389/frai.2022.770254.
[5] “Machine learning models to classify eye pathologies in fundus images as screening test,” Research in Computing Science, pp. 267–279, 2021.