@article{conformalsparsificationforbandwidtheffic, title = {Conformal Sparsification for Bandwidth-Efficient Edge-Cloud Speculative Decoding}, author = {Payel Bhattacharjee and Fengwei Tian and Meiyu Zhong and Guangyi Zhang and Osvaldo Simeone and Ravi Tandon}, year = {2025}, eprint = {2510.09942}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.09942}, }