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Katarzyna Woźnica

Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making

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Mar 19, 2024
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Rethinking of Encoder-based Warm-start Methods in Hyperparameter Optimization

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Mar 07, 2024
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SeFNet: Bridging Tabular Datasets with Semantic Feature Nets

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Jun 20, 2023
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Consolidated learning -- a domain-specific model-free optimization strategy with examples for XGBoost and MIMIC-IV

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Jan 27, 2022
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Do not explain without context: addressing the blind spot of model explanations

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May 28, 2021
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Does imputation matter? Benchmark for predictive models

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Jul 06, 2020
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Towards better understanding of meta-features contributions

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Feb 11, 2020
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