Phase transitions in the mini-batch size for sparse and dense two-layer neural networks.
Raffaele MarinoFederico Ricci-TersenghiPublished in: Mach. Learn. Sci. Technol. (2024)
Keyphrases
- phase transition
- batch size
- neural network
- constraint satisfaction
- random constraint satisfaction problems
- batch mode
- single item
- satisfiability problem
- poisson process
- batch processing
- np complete
- random instances
- randomly generated
- cellular automata
- lot sizing
- upper bound
- training process
- arrival rate
- steady state
- state space