| Do Concept Bottleneck Models Learn as Intended? A Margeloiu, M Ashman, U Bhatt, Y Chen, M Jamnik, A Weller ICLR 2021 - Responsible AI workshop, 2021 | 96 | 2021 |
| Improving Interpretability in Medical Imaging Diagnosis using Adversarial Training A Margeloiu, N Simidjievski, M Jamnik, A Weller NeurIPS 2020 - "Medical Imaging meets NeurIPS" workshop, 2020 | 18 | 2020 |
| Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data A Margeloiu, N Simidjievski, P Lio, M Jamnik AAAI Conference on Artificial Intelligence, 2023, 2022 | 12 | 2022 |
| GCondnet: A novel method for improving neural networks on small high-dimensional tabular data A Margeloiu, N Simidjievski, P Lio, M Jamnik NeurIPS 2023 - Table Representation Learning Workshop [selected for oral …, 2022 | 7* | 2022 |
| ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data X Jiang, A Margeloiu, N Simidjievski, M Jamnik International Conference on Machine Learning (ICML), 2024, 2024 | 6 | 2024 |
| TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting A Margeloiu, A Bazaga, N Simidjievski, P Liò, M Jamnik ICML 2024 - Workshop on In-Context Learning, 2024 | 4 | 2024 |
| TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models A Margeloiu, X Jiang, N Simidjievski, M Jamnik Neural Information Processing Systems (NeurIPS), 2024, 2024 | 3 | 2024 |
| Enhancing Representation Learning on High-Dimensional, Small-Size Tabular Data: A Divide and Conquer Method with Ensembled VAEs N Leelarathna, A Margeloiu, M Jamnik, N Simidjievski arXiv preprint arXiv:2306.15661, 2023 | 1 | 2023 |
| LLM Embeddings for Deep Learning on Tabular Data B Koloski, A Margeloiu, X Jiang, B Škrlj, N Simidjievski, M Jamnik arXiv preprint arXiv:2502.11596, 2025 | | 2025 |
| From Must to May: Enabling Test-Time Feature Imputation and Interventions E Rex, ME Zarlenga, A Margeloiu, M Jamnik KDD 2024 Workshop on Human-Interpretable Artificial Intelligence, 2024 | | 2024 |
| Augmenting Small-size Tabular Data with Class-Specific Energy-Based Models A Margeloiu, X Jiang, N Simidjievski, M Jamnik NeurIPS 2024 Third Table Representation Learning Workshop, 0 | | |
Nikola SimidjievskiUniversity of Cambridge, United KingdomVerifisert e-postadresse på cam.ac.uk