publications

2026

1. NeurIPS ED

   Federated Dataset Simulation: Inducing Label-Free Heterogeneity Across Tasks

   Vasilis Siomos, Lam Ngo, Jonathan Passerat-Palmbach, and 1 more author

   In Advances in Neural Information Processing Systems, 2026

   Bib Code

   @inproceedings{siomos2026fds,
     author = {Siomos, Vasilis and Ngo, Lam and Passerat-Palmbach, Jonathan and Tarroni, Giacomo},
     title = {Federated Dataset Simulation: Inducing Label-Free Heterogeneity Across Tasks},
     booktitle = {Advances in Neural Information Processing Systems},
     year = {2026},
   }

2. DeeP-Mod: Deep Dynamic Programming Based Environment Modelling Using Feature Extraction

   Chris Child^* and Lam Ngo^*†

   In Advances in Neural Networks – ISNN 2025, 2026

   MSc Thesis Extension Project

   DOI arXiv Bib

   @inproceedings{10.1007/978-981-95-1233-1_3,
     author = {Child, Chris and Ngo, Lam},
     title = {DeeP-Mod: Deep Dynamic Programming Based Environment Modelling Using Feature Extraction},
     booktitle = {Advances in Neural Networks -- ISNN 2025},
     year = {2026},
     publisher = {Springer Nature Singapore},
     note = {MSc Thesis Extension Project},
     doi = {https://doi.org/10.1007/978-981-95-1233-1_3}
   }