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Scalable and Distributed Silhouette Approximation
分布式架构下高效近似轮廓系数的新方法，适合大规模聚类评估场景。
arXiv:2607.01993v1 Announce Type: cross Abstract: The silhouette is one of the most widely used measures to assess the quality of a $k$-clustering of …
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Approaching I/O-optimality for Approximate Attention
从理论层面逼近近似注意力机制的I/O最优性，为高效Transformer推理提供新视角。
arXiv:2605.23751v1 Announce Type: new Abstract: We revisit the I/O complexity of attention in large language models. Given query-key-value matrices $Q…