Andrei Margeloiu
According to our database1,
Andrei Margeloiu
authored at least 10 papers
between 2020 and 2024.
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Timeline
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2024
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Book In proceedings Article PhD thesis Dataset OtherLinks
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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
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
2021
2020
CoRR, 2020