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Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications
More specifically, in this paper, a heuristic weight optimization, used in a preceding conference paper, is replaced by an exact optimization algorithm using convex quadratic programming.
LEAN: graph-based pruning for convolutional neural networks by extracting longest chains
Results indicate that LEAN pruning can result in networks with similar accuracy but 3--20x fewer convolutional filters than networks pruned with methods that rank filters individually.
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