Mitigating Data Scarcity in Polymer Property Prediction via Multi-task Auxiliary Learning

Gabriel A. Pinheiro, Marcos G. Quiles, Juarez L. F. Da Silva, Xiaoli Z. Fern. Mitigating Data Scarcity in Polymer Property Prediction via Multi-task Auxiliary Learning. In Inês Dutra, Mykola Pechenizkiy, Paulo Cortez 0001, Sepideh Pashami, Alípio M. Jorge, Carlos Soares, Pedro H. Abreu, João Gama 0001, editors, Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part IX. Volume 16021 of Lecture Notes in Computer Science, pages 426-442, Springer, 2025. [doi]

Abstract

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