BIRD: A Lightweight and Adaptive Compressor for Communication-Efficient Distributed Learning Using Tensor-wise Bi-Random Sampling.
Donglei WuWeihao YangCai DengXiangyu ZouShiyi LiWen XiaPublished in: ICCD (2023)
Keyphrases
- lightweight
- random sampling
- distributed learning
- communication infrastructure
- adaptive sampling
- active learning
- sampling algorithm
- reservoir sampling
- sample size
- sliding window
- sampling procedure
- data streams
- data sets
- computer networks
- communication networks
- random projections
- knowledge integration
- similarity search
- random sample
- development environments
- wireless sensor networks