Fast as CHITA: Neural Network Pruning with Combinatorial Optimization.
Riade BenbakiWenyu ChenXiang MengHussein HazimehNatalia PonomarevaZhe ZhaoRahul MazumderPublished in: ICML (2023)
Keyphrases
- combinatorial optimization
- neural network
- metaheuristic
- combinatorial optimization problems
- branch and bound algorithm
- simulated annealing
- traveling salesman problem
- mathematical programming
- optimization problems
- branch and bound
- search space
- combinatorial problems
- artificial neural networks
- self organizing maps
- neural network is trained
- quadratic assignment problem
- neural network model
- vehicle routing problem
- back propagation
- path relinking
- memetic algorithm
- pruning method
- combinatorial search
- tabu search
- particle swarm optimization
- cost function
- hard combinatorial optimization problems
- graph theory