FedLEC improves federated learning performance by addressing label skews effectively.
Di Yu, Xin Du, Linshan Jiang
― 6 min read
Latest Articles for Neural Networks
A new method optimizes lookup tables using 'don't care' conditions.
Oliver Cassidy, Marta Andronic, Samuel Coward
― 6 min read
Explore how learning rates shape AI training and performance.
Lawrence Wang, Stephen J. Roberts
― 6 min read
A lightweight model designed to effectively separate mixed speech in noisy environments.
Shaoxiang Dang, Tetsuya Matsumoto, Yoshinori Takeuchi
― 6 min read
Meet RACA, a game changer in AI that cuts energy use while boosting performance.
Peng Dang, Huawei Li, Wei Wang
― 6 min read
Introducing MscaleFNO, a multi-scale approach reshaping how we study waves and materials.
Zhilin You, Zhenli Xu, Wei Cai
― 7 min read
A new method enhances AI's defense against tricky adversarial attacks.
Longwei Wang, Navid Nayyem, Abdullah Rakin
― 8 min read
Discover how deep ReLU networks learn and why injectivity matters.
Mihailo Stojnic
― 7 min read
Designing controllers for stability and performance in complex systems.
Clara Lucía Galimberti, Luca Furieri, Giancarlo Ferrari-Trecate
― 7 min read
Learn how optimization layers are enhancing AI learning and decision-making.
Calder Katyal
― 6 min read
Learn how advanced neural networks help robots navigate tricky situations.
Yi Yang, Xuchen Wang, Richard M. Voyles
― 6 min read