Andrei Margeloiu

According to our database, Andrei Margeloiu authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Enhancing Representation Learning on High-Dimensional, Small-Size Tabular Data: A Divide and Conquer Method with Ensembled VAEs.

Navindu Leelarathna, Andrei Margeloiu, Mateja Jamnik, Nikola Simidjievski

CoRR, 2023

ProtoGate: Prototype-based Neural Networks with Local Feature Selection for Tabular Biomedical Data.

Xiangjian Jiang, Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik

CoRR, 2023

Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data.

Andrei Margeloiu, Nikola Simidjievski, Pietro Liò, Mateja Jamnik

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Graph-Conditioned MLP for High-Dimensional Tabular Biomedical Data.

Andrei Margeloiu, Nikola Simidjievski, Pietro Lio', Mateja Jamnik

CoRR, 2022

2021

Do Concept Bottleneck Models Learn as Intended?

Andrei Margeloiu, Matthew Ashman, Umang Bhatt, Yanzhi Chen, Mateja Jamnik, Adrian Weller

CoRR, 2021

2020

Improving Interpretability in Medical Imaging Diagnosis using Adversarial Training.

Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik, Adrian Weller

CoRR, 2020