Sort-then-insert: A space efficient and oblivious model aggregation algorithm for top-k sparsification in federated learning.
Yongzhi WangPengfei GuiMehdi SookhakPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- space efficient
- learning algorithm
- probabilistic model
- mathematical model
- learning phase
- objective function
- theoretical analysis
- prior knowledge
- cost function
- input data
- recognition algorithm
- expectation maximization
- automatically learned
- em algorithm
- tree structure
- k means
- learned models
- similarity measure
- databases
- optimal solution
- reinforcement learning
- suffix array
- uncertain data streams