Poster

Wed 9:00

A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
Zhenyu Sun · Ermin Wei

Workshop

Fri 14:10

Scalable and Communication-Efficient Vertical Federated Learning - Q&A

Workshop

The Interpolated MVU Mechanism For Communication-efficient Private Federated Learning
Chuan Guo · Kamalika Chaudhuri · Pierre STOCK · Mike Rabbat

Poster

Thu 14:00

Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning
Qihua ZHOU · Song Guo · YI LIU · Jie ZHANG · Jiewei Zhang · Tao GUO · Zhenda XU · Xun Liu · Zhihao Qu

Workshop

Fri 13:52

Scalable and Communication-Efficient Vertical Federated Learning
Stacy Patterson

Workshop

FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning
Yuanhao Xiong · Ruochen Wang · Minhao Cheng · Felix Yu · Cho-Jui Hsieh

Workshop

Decentralized Learning with Random Walks and Communication-Efficient Adaptive Optimization
Aleksei Triastcyn · Matthias Reisser · Christos Louizos

Poster

Tue 9:00

Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps
Yue Hu · Shaoheng Fang · Zixing Lei · Yiqi Zhong · Siheng Chen

Poster

Thu 9:00

A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks
Mingrui Liu · Zhenxun Zhuang · Yunwen Lei · Chunyang Liao

Poster

Thu 14:00

Private and Communication-Efficient Algorithms for Entropy Estimation
Gecia Bravo-Hermsdorff · Róbert Busa-Fekete · Mohammad Ghavamzadeh · Andres Munoz Medina · Umar Syed

Workshop

Communication-efficient Decentralized Deep Learning
Fateme Fotouhi · Aditya Balu · Zhanhong Jiang · Yasaman Esfandiari · Salman Jahani · Soumik Sarkar

Poster

Wed 14:00

Communication-efficient distributed eigenspace estimation with arbitrary node failures
Vasileios Charisopoulos · Anil Damle

47 Results