Rethinking Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics.
Weizhi ZhuYifei HuangYuan YaoPublished in: Frontiers Appl. Math. Stat. (2020)
Keyphrases
- phase transition
- neural network
- constraint satisfaction
- random constraint satisfaction problems
- satisfiability problem
- np complete
- combinatorial problems
- random forests
- hard problems
- generalization error
- randomly generated
- graph coloring
- random forest
- support vector
- artificial neural networks
- sat problem
- back propagation
- cellular automata
- np complete problems
- random instances
- dynamical systems
- random graphs
- classification error
- training error