🏢 Shanxi University
Neural Collapse To Multiple Centers For Imbalanced Data
·2279 words·11 mins·
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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
·2346 words·12 mins·
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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.