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stat.ML2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models
Yuzhou Gu, Zhao Song, Junze Yin
Softmax distributions are widely used in machine learning, including Large Language Models (LLMs), where the attention unit uses softmax distributions. We abstract the attention un…
cs.DS2024
Quantum Speedup for Spectral Approximation of Kronecker Products
Yeqi Gao, Zhao Song, Ruizhe Zhang
Given its widespread application in machine learning and optimization, the Kronecker product emerges as a pivotal linear algebra operator. However, its computational demands render…