"algorithmic efficiency" Papers

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RTop-K: Ultra-Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs

Xi Xie, Yuebo Luo, Hongwu Peng et al.

ICLR 2025posterarXiv:2409.00822
2
citations

Shapley-Based Data Valuation for Weighted $k$-Nearest Neighbors

Guangyi Zhang, Qiyu Liu, Aristides Gionis

NeurIPS 2025poster

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Tri Dao, Albert Gu

ICML 2024poster