| 2025 | Quantum Annealing based Feature Selection. | Daniel Pranjic, Bharadwaj Chowdary Mummaneni, Christian Tutschku |
| 2025 | Hyperbolic representation learning in multi-layer tissue networks. | Domonkos Pogny, Pter Antal |
| 2025 | A Model of Memristive Nanowire Neuron for Recurrent Neural Networks. | Veronica Pistolesi, Andrea Ceni, Gianluca Milano, Carlo Ricciardi, Claudio Gallicchio |
| 2025 | Towards metacognitive agents: integrating confidence in sequential decision-making. | Baptiste Pesquet, Frdric Alexandre |
| 2025 | Trajectory-Embedded Matryoshka Representation Learning for Enhanced Similarity Analysis. | Federico Pennino, Andrea Gurioli, Maurizio Gabbrielli |
| 2025 | Sleep Staging with Gradient Boosting and DWT-PSD Features from EEG/EOG Signals. | Luis Alfredo Moctezuma Pascual, Yoko Suzuki, Junya Furuki, Marta Molinas, Takashi Abe |
| 2025 | TEA: Trajectory Encoding Augmentation for Robust and Transferable Policies in Offline Reinforcement Learning. | Batikan Bora Ormanci, Phillip Swazinna, Steffen Udluft, Thomas A. Runkler |
| 2025 | Reconciling Grokking with Statistical Learning Theory. | Luca Oneto, Sandro Ridella, Andrea Coraddu, Davide Anguita |
| 2025 | Project-Specific Code Summarization with Meta-Learning and Explainability Techniques. | Quang-Huy Nguyen, Hoai-Phong Le, Bac Le |
| 2025 | On Domain Generalization for Human Activity Recognition with Mix-Based Methods. | Otvio O. Napoli, Edson Borin |
| 2025 | 3-WL GNNs for Metric Learning on Graphs. | Aldo Moscatelli, Maxime Berar, Pierre Hroux, Florian Yger, Sbastien Adam |
| 2025 | Towards Efficient Molecular Property Optimization with Graph Energy Based Models. | Luca Miglior, Lorenzo Simone, Marco Podda, Davide Bacciu |
| 2025 | Reinforcement learning-based control system for biogas plants in laboratory scale. | Alberto Meola, Sren Weinrich, Oliver Kiefner, Flix Delory |
| 2025 | Explainable deep learning reveals a behavioral strategy underlying human decisions in a spatial navigation task. | Youri Marquise |
| 2025 | Motif-augmented classical music synthesis via recurrent neural networks. | Alexandru-Ion Marinescu |
| 2025 | Benchmarking Data Augmentation for Contrastive Learning in Static Sign Language Recognition. | Ariel Basso Madjoukeng, Jrme Fink, Pierre Poitier, Edith Belise Kenmogne, Benot Frnay |
| 2025 | Solar Panel Segmentation on Aerial Images using Color and Elevation Information. | Gerrit Luimstra, Kerstin Bunte |
| 2025 | Hierarchical Residuals Exploit Brain-Inspired Compositionality. | Francisco M. Lpez, Jochen Triesch |
| 2025 | Linear Domain Adaptation for Robustness to Electrode Shifts. | Rui Liu, Benjamin Paassen |
| 2025 | Can MDS rival with t-SNE by using the symmetric Kullback-Leibler divergence\\ across neighborhoods as a pseudo-distance? | John A. Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen |
| 2025 | Investigating the Impact of Imbalanced Medical Data on the Performance of Self-Supervised Learning Approaches. | Manuel Laufer, Felicitas Brokmann, Dominik Mairhfer, Erhardt Barth, Thomas Martinetz |
| 2025 | Data-Density guided Reinforcement Learning. | Leon Lantz, Maximilian Schieder, Michel Tokic |
| 2025 | Learning of Probability Estimates for System and Network Reliability Analysis by Means of Matrix Learning Vector Quantization. | Mandy Lange-Geisler, Klaus Dohmen, Thomas Villmann |
| 2025 | Generalized Stochastic Pooling. | Francesco Landolfi, Davide Bacciu |
| 2025 | Direct versus intermediate multi-task transfer learning for dementia detection from unstructured conversations. | Dan Kumpik, Yoav Ben-Shlomo, Elizabeth Coulthard, Alexander Hepburn, Ral Santos-Rodrguez |