Andrei Margeloiu

According to our database1, Andrei Margeloiu authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
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1
2
3
4
5
1
2
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3
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting.
CoRR, 2024

TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

From Must to May: Enabling Test-Time Feature Imputation and Interventions.
Proceedings of the KDD Workshop on Human-Interpretable AI 2024 co-located with 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), 2024

2023
Enhancing Representation Learning on High-Dimensional, Small-Size Tabular Data: A Divide and Conquer Method with Ensembled VAEs.
CoRR, 2023

ProtoGate: Prototype-based Neural Networks with Local Feature Selection for Tabular Biomedical Data.
CoRR, 2023

Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Graph-Conditioned MLP for High-Dimensional Tabular Biomedical Data.
CoRR, 2022

2021
Do Concept Bottleneck Models Learn as Intended?
CoRR, 2021

2020
Improving Interpretability in Medical Imaging Diagnosis using Adversarial Training.
CoRR, 2020


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