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- short-paperJuly 2023
Gradient Coordination for Quantifying and Maximizing Knowledge Transference in Multi-Task Learning
SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2032–2036https://doi.org/10.1145/3539618.3591993Multi-task learning (MTL) has been widely applied in online advertising systems. To address the negative transfer issue, recent optimization methods emphasized the gradient alignment of directions or magnitudes. Since prior studies have proven that the ...