Active Learning for Sound Event Classification Using Bayesian Neural Networks with Gaussian Variational Posterior.
Stepan ShishkinDanilo HollosiStefan GoetzeSimon DocloPublished in: ICASSP (2024)
Keyphrases
- neural network
- active learning
- pattern recognition
- maximum likelihood
- classification accuracy
- posterior probability
- rule extraction
- posterior distribution
- supervised learning
- machine learning
- selective sampling
- support vector machine svm
- text classification
- batch mode active learning
- class labels
- feature vectors
- multi layer perceptron
- semi supervised
- pattern classification
- support vector
- feature selection
- neural networks and support vector machines
- image segmentation
- class imbalance
- training data
- bayesian inference
- training set
- back propagation
- support vector machine
- training examples
- training process
- parameter estimation
- bayesian methods
- unlabeled data
- learning process
- decision trees
- neyman pearson
- probability distribution