Improved Stability and Generalization Analysis of the Decentralized SGD Algorithm.
Batiste Le BarsAurélien BelletMarc TommasiPublished in: CoRR (2023)
Keyphrases
- times faster
- improved algorithm
- computational complexity
- computational cost
- detection algorithm
- high accuracy
- data analysis
- experimental evaluation
- dynamic programming
- significant improvement
- search space
- preprocessing
- k means
- optimal solution
- np hard
- data sets
- convergence rate
- learning algorithm
- worst case
- optimization algorithm
- tree structure
- distributed systems
- neural network
- convex hull
- path planning
- matching algorithm
- video sequences
- probabilistic model
- cost function