Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks.
Taehyeon KimJieun LeeYoonsik ChoePublished in: IEEE Access (2020)
Keyphrases
- optimal selection
- convolutional neural networks
- optimal design
- joint optimization
- approximately optimal
- max min
- finding optimal
- fine tuning
- optimal solution
- convolutional network
- bayesian learning
- data compression
- global optimization
- closed form
- computational complexity
- decision theory
- constrained optimization
- optimization process
- maximum likelihood
- efficient optimization
- markov random field
- worst case
- objective function