FALCON: FLOP-Aware Combinatorial Optimization for Neural Network Pruning.
Xiang MengWenyu ChenRiade BenbakiRahul MazumderPublished in: AISTATS (2024)
Keyphrases
- combinatorial optimization
- neural network
- adaptive resonance theory
- metaheuristic
- traveling salesman problem
- combinatorial optimization problems
- search space
- branch and bound
- simulated annealing
- branch and bound algorithm
- optimization problems
- combinatorial problems
- mathematical programming
- artificial neural networks
- memetic algorithm
- back propagation
- bp neural network
- fuzzy artmap
- pruning algorithm
- exact algorithms
- graph theory
- hard combinatorial optimization problems
- neural network model
- tabu search
- genetic algorithm
- quadratic assignment problem
- single machine scheduling problem
- pruning method
- vehicle routing problem
- benchmark problems