On the Optimality of Support Vector Machines for Channel Decoding.
Gastón De Boni RovellaMeryem BenammarHugo MéricTarik BenaddiPublished in: EuCNC/6G Summit (2024)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- parity check
- error control
- noisy channel
- joint source channel
- image transmission
- multi channel
- logistic regression
- generalization ability
- feature selection
- bit errors
- kernel function
- svm classifier
- cross validation
- kernel methods
- radial basis function
- turbo codes
- maximum margin
- channel capacity
- decoding algorithm
- classification accuracy
- coding scheme
- loss function
- training examples
- generalization bounds
- soft margin
- rate allocation
- ldpc codes
- decision feedback
- image compression
- multi class