@article{sigmoidselfattentionhaslowersample, title = {Sigmoid Self-Attention has Lower Sample Complexity than Softmax Self-Attention: A Mixture-of-Experts Perspective}, author = {Fanqi Yan and Huy Nguyen and Pedram Akbarian and Nhat Ho and Alessandro Rinaldo}, year = {2025}, eprint = {2502.00281}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.00281v2}, }