Breaking the Correlation Plateau: On the Optimization and Capacity Limits of Attention-Based Regressors

Published in ICLR 2026 (Poster, 28% acceptance rate), 2026

Keywords: Joint Optimization, Correlation Learning, Attention Mechanism, Regression Model

Authors: Jingquan Yan, Yuwei Miao, Peiran Yu, Junzhou Huang

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Recommended citation: Jingquan Yan, Yuwei Miao, Peiran Yu, Junzhou Huang. "Breaking the Correlation Plateau: On the Optimization and Capacity Limits of Attention-Based Regressors." ICLR 2026.
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