Selected Publications
Mahon, L., & Lukasiewicz, T. (2024). Minimum description length clustering to measure meaningful image complexity. Pattern Recognition, 145, 109889. https://doi.org/10.1016/j.patcog.2023.109889
Mahon L. & Lukasiewicz T. (2024). Hard Regularization to Prevent Collapse in Online Deep Clustering without Data Augmentation, Association for the Advancement of Artificial Intelligence.
Meo C., Mahon L. Goyal A & Dauwels J. (2024) $\alpha$-TCVAE: On the Connection between Disentanglement and Diversity, International Conference on Learning Representations.
Mahon L., Vogel C. (2023). The Proof is in the Pudding: Using Automated Theorem Proving to Generate Cooking Recipes, The Journal of Language Technology and Computational Linguistics. https://doi.org/10.21248/jlcl.36.2023.233
Mahon, L., & Lukasiewicz, T. (2021). Selective pseudo-label clustering. In KI Advances in Artificial Intelligence: 44th German Conference on AI. Springer International Publishing. https://doi.org/10.1007/978-3-030-87626-5_12
d’Amato C., Monin P., Mahon L. & Stamou G. (2023) Machine Learning and Knowledge Graphs: Existing Gaps and Future Research Challenges, Transactions on Graph Data and Knowledge. https://doi.org/10.4230/TGDK.1.1.8
Mahon, Louis, and Thomas Lukasiewicz. (2022) “Efficient Deep Clustering of Human Activities and How to Improve Evaluation.” Asian Conference on Machine Learning. PMLR.PMLR
Mahon, L., Giunchiglia, E., Li, B., & Lukasiewicz, T. (2020). Knowledge graph extraction from videos. In 19th IEEE International Conference on Machine Learning and Applications (ICMLA). 25-32). IEEE. https://doi.org/10.1109/ICMLA51294.2020.00014
Saurí, R., Mahon, L., Russo, I., & Bitinis, M. (2019). Cross-dictionary linking at sense level with a double-layer classifier. In 2nd Conference on Language, Data and Knowledge. https://doi.org/10.4230/OASIcs.LDK.2019.20