Jiahao Ding

Differentially Private and Communication Efficient Collaborative Learning

Collaborative learning has received huge interests due to its capability of exploiting the collective computing power of the wireless edge devices. However, during the learning process, model updates using local private samples and large-scale parameter exchanges among agents impose severe privacy c…