Foundational Models and Federated Learning: Survey, Taxonomy, Challenges and Practical InsightsPeerJ Computer Science (PeerJ CS), 2025 |
Interpretable Time Series Models for Wastewater Modeling in Combined
Sewer OverflowsProcedia Computer Science (PCS), 2024 |
The Split Matters: Flat Minima Methods for Improving the Performance of
GNNsInternational Cross-Domain Conference on Machine Learning and Knowledge Extraction (CD-MAKE), 2023 |
REPAIR: REnormalizing Permuted Activations for Interpolation RepairInternational Conference on Learning Representations (ICLR), 2022 |
Diverse Weight Averaging for Out-of-Distribution GeneralizationNeural Information Processing Systems (NeurIPS), 2022 |
PFGE: Parsimonious Fast Geometric Ensembling of DNNsInternational Conference on Intelligent Computing (ICIC), 2022 |
When Do Flat Minima Optimizers Work?Neural Information Processing Systems (NeurIPS), 2022 |