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Andrei Margeloiu
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Year
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
632021
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
142020
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
32022
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
12023
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
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Articles 1–6