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05/16/2023
Towards Lifelong Learning for Software Analytics Models: Empirical Study on Brown Build and Risk Prediction
Nowadays, software analytics tools using machine learning (ML) models to...
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07/10/2022
An Introduction to Lifelong Supervised Learning
This primer is an attempt to provide a detailed summary of the different...
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06/04/2021
SAND-mask: An Enhanced Gradient Masking Strategy for the Discovery of Invariances in Domain Generalization
A major bottleneck in the real-world applications of machine learning mo...
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12/23/2020
IIRC: Incremental Implicitly-Refined Classification
We introduce the "Incremental Implicitly-Refined Classi-fication (IIRC)"...
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06/14/2020