A Comprehensive Survey on Joint Resource Allocation Strategies in Federated Edge Learningby Jingbo Zhang, Qiong…
Identifying latent disease factors differently expressed in patient subgroups using group factor analysisby Fabio S.…
CL3: A Collaborative Learning Framework for the Medical Data Ensuring Data Privacy in the Hyperconnected…
Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregationby Abdulmomen Ghalkha, Chaouki Ben Issaid, Mehdi…
Adversarial Robustness Overestimation and Instability in TRADESby Jonathan Weiping Li, Ren-Wei Liang, Cheng-Han Yeh, Cheng-Chang…
Breaking the curse of dimensionality in structured density estimationby Robert A. Vandermeulen, Wai Ming Tai,…
FedEP: Tailoring Attention to Heterogeneous Data Distribution with Entropy Pooling for Decentralized Federated Learningby Chao…
Learning to Compress: Local Rank and Information Compression in Deep Neural Networksby Niket Patel, Ravid…
When the Small-Loss Trick is Not Enough: Multi-Label Image Classification with Noisy Labels Applied to…
Growing Efficient Accurate and Robust Neural Networks on the Edgeby Vignesh Sundaresha, Naresh ShanbhagFirst submitted…