Lagrangian Objective Function Leads to Improved Unforeseen Attack Generalization in Adversarial Training.
Mohammad AzizmalayeriMohammad Hossein RohbanPublished in: CoRR (2021)
Keyphrases
- objective function
- optimal solution
- lower bound
- training set
- cost function
- learning machines
- training process
- lagrange multipliers
- optimization problems
- linear programming
- training samples
- training phase
- constrained optimization
- machine learning
- greedy algorithm
- improved algorithm
- training examples
- training algorithm
- countermeasures
- online learning
- optimization procedure
- text classification
- training data