Andrei Margeloiu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Biomedical Data

Feature Selection

Data Mining And Knowledge Discovery

Top Venues

Publications

Andrei Margeloiu, Adrián Bazaga, Nikola Simidjievski, Pietro Liò, Mateja Jamnik
TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting. CoRR (2024)
Andrei Margeloiu, Nikola Simidjievski, Pietro Liò, Mateja Jamnik
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data. AAAI (2023)
Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik
ProtoGate: Prototype-based Neural Networks with Local Feature Selection for Tabular Biomedical Data. CoRR (2023)
Navindu Leelarathna, Andrei Margeloiu, Mateja Jamnik, Nikola Simidjievski
Enhancing Representation Learning on High-Dimensional, Small-Size Tabular Data: A Divide and Conquer Method with Ensembled VAEs. CoRR (2023)
Andrei Margeloiu, Nikola Simidjievski, Pietro Lio', Mateja Jamnik
Graph-Conditioned MLP for High-Dimensional Tabular Biomedical Data. CoRR (2022)
Andrei Margeloiu, Nikola Simidjievski, Pietro Liò, Mateja Jamnik
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data. CoRR (2022)
Andrei Margeloiu, Matthew Ashman, Umang Bhatt, Yanzhi Chen, Mateja Jamnik, Adrian Weller
Do Concept Bottleneck Models Learn as Intended? CoRR (2021)
Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik, Adrian Weller
Improving Interpretability in Medical Imaging Diagnosis using Adversarial Training. CoRR (2020)