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Self-supervised Gradient Boosting/Ushahidi
Rekodi ya ushahidi wa mbinu

Self-supervised Gradient Boosting

Self-supervised gradient boosting extends the classic gradient boosting framework by incorporating self-supervised pretext tasks to exploit unlabeled data. The model first learns useful feature representations from unannotated samples, then uses those representations to guide the sequential ensemble of weak learners, achieving strong predictive performance even when labeled examples are scarce.

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Self-supervised Gradient Boosting (SSL-GBM)
Rekodi ya mbinu ya kiajenda · ml-model / machine-learning
  • Zhang, Y., Zhang, J., & Yang, Q. (2022). Self-Supervised Gradient Boosting for Semi-Supervised Learning on Tabular Data. In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. · URL
  • Self-supervised learning. Wikipedia. · URL
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Same method familyGradient Boostingmachine-suggested · Relational suggestion, not evidence.Same method familyLightGBMmachine-suggested · Relational suggestion, not evidence.Same method familyRandom Forestmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketSemi-supervised Learningmachine-suggested · Relational suggestion, not evidence.Same method familyXGBoostmachine-suggested · Relational suggestion, not evidence.

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