Training Certifiably Robust Neural Networks Against Semantic Perturbations.
Rem YangJacob LaurelSasa MisailovicGagandeep SinghPublished in: CoRR (2022)
Keyphrases
- neural network
- training process
- training algorithm
- feedforward neural networks
- pattern recognition
- semantic network
- feed forward neural networks
- training examples
- fuzzy systems
- semantic annotation
- semantic description
- fuzzy logic
- online learning
- supervised learning
- data sets
- hidden markov models
- neural network training
- semantic search
- training phase
- natural language
- knowledge base
- backpropagation algorithm
- semantic representation
- neural network structure
- multi layer perceptron
- multilayer neural network
- semantic relationships
- multi layer
- associative memory
- semantic similarity
- feed forward
- radial basis function
- back propagation
- training samples
- co occurrence
- artificial neural networks
- training set
- training data