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Jędrzej Kozal

Continual Learning with Weight Interpolation

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Apr 09, 2024
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A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism

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Sep 07, 2023
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Combining Self-labeling with Selective Sampling

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Jan 11, 2023
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Increasing Depth of Neural Networks for Life-long Learning

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Feb 22, 2022
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Employing chunk size adaptation to overcome concept drift

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Oct 25, 2021
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