Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation.
Deniz GurevinMikhail A. BraginCaiwen DingShanglin ZhouLynn PepinBingbing LiFei MiaoPublished in: IJCAI (2021)
Keyphrases
- lagrangian relaxation
- neural network
- integer programming
- feasible solution
- lower bound
- linear programming
- branch and bound algorithm
- dynamic programming
- np hard
- column generation
- lower and upper bounds
- dual decomposition
- relaxation algorithm
- network design problem
- mixed integer programming
- mixed integer program
- subgradient method
- search space
- shortest path
- single machine scheduling problem
- lagrangian heuristic
- capacity constraints
- branch and bound
- heuristic search
- training set
- cutting plane algorithm
- mixed integer linear programs