114 citations · 204 across the 15 of their papers we have counts for
3 papers · 1 filter
When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods
Zhuo Zhang, Yuanhang Yang, Yong Dai +2
With increasing privacy concerns on data, recent studies have made significant progress using federated learning (FL) on privacy-sensitive natural language processing (NLP) tasks.…
f-GANs in an Information Geometric Nutshell
Richard Nock, Zac Cranko, Aditya Krishna Menon +2
Nowozin \textit{et al} showed last year how to extend the GAN \textit{principle} to all -divergences. The approach is elegant but falls short of a full description of the superv…
Collective Vertex Classification Using Recursive Neural Network
Qiongkai Xu, Qing Wang, Chenchen Xu +1
Collective classification of vertices is a task of assigning categories to each vertex in a graph based on both vertex attributes and link structure. Nevertheless, some existing ap…