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 | 63 | 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 | 14 | 2020 |
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data A Margeloiu, N Simidjievski, P Lio, M Jamnik 37th AAAI Conference on Artificial Intelligence, 2022 | 3 | 2022 |
GCondnet: A novel method for improving neural networks on small high-dimensional tabular data A Margeloiu, N Simidjievski, P Lio, M Jamnik arXiv preprint arXiv:2211.06302, 2022 | 2* | 2022 |
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 |
ProtoGate: Prototype-based Neural Networks with Local Feature Selection for Tabular Biomedical Data X Jiang, A Margeloiu, N Simidjievski, M Jamnik ICML 2023 - Interpretable Machine Learning in Healthcare (IMLH) workshop, 2023 | | 2023 |