Mila, Université de Montreal; Samsung - SAIT AI Lab, Montreal; Canada CIFAR AI Chair; Harvard University; Idiap Research Institute, Switzerland (partially); Samsung - SAIT AI Lab, Montreal; MIT, CSAIL (partially)
Marwa El Halabi, Suraj Srinivas, Simon Lacoste-Julien
Structured pruning;weakly submodular optimization;neural networks compression
Data-Efficient Structured Pruning via Submodular Optimization