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🏢 Shanxi University

Neural Collapse To Multiple Centers For Imbalanced Data
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Machine Learning Deep Learning 🏢 Shanxi University
Researchers enhance imbalanced data classification by inducing Neural Collapse to Multiple Centers (NCMC) using a novel cosine loss function, achieving performance comparable to state-of-the-art metho…
Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
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Machine Learning Reinforcement Learning 🏢 Shanxi University
Iteratively Refined Behavior Regularization boosts offline reinforcement learning by iteratively refining the reference policy, ensuring robust and effective control policy learning.