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Learning from Equivalence Queries, Revisited
重访等价查询学习，理论深度突破，机器学习研究者必读的前沿论文。
arXiv:2604.04535v2 Announce Type: replace Abstract: Modern machine learning systems, such as generative models and recommendation systems, often evolv…
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How fast can you find a good hypothesis?
如何高效搜索好的假设？这篇论文从理论上探讨假设空间搜索的时间下界与算法效率，对机器学习模型选择有启发。
arXiv:2509.03734v3 Announce Type: replace-cross Abstract: In the hypothesis selection problem, we are given sample and query access to finite set of c…