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cs.LG2026
BPE: Behavioral Profiling Ensemble
Yanxin Liu, Yunqi Zhang
In the field of machine learning, ensemble learning is widely recognized as a pivotal strategy for pushing the boundaries of predictive performance. Traditional static ensemble met…
cs.LG2025
Relative Overfitting and Accept-Reject Framework
Yanxin Liu, Yunqi Zhang
The scaling of Large Language Models (LLMs) currently faces significant challenges. Model assembly is widely considered a promising solution to break through these performance bott…