Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation.
Mrigank RamanAaron ChanSiddhant AgarwalPeifeng WangHansen WangSungchul KimRyan A. RossiHandong ZhaoNedim LipkaXiang RenPublished in: ICLR (2021)
Keyphrases
- learning systems
- prior knowledge
- knowledge acquisition
- learning process
- knowledge level
- accurate models
- background knowledge
- online learning
- knowledge transfer
- learning models
- human experts
- effective learning
- fully connected
- subject matter
- learned models
- domain experts
- domain knowledge
- complex domains
- reinforcement learning
- previously learned
- neural network
- solving problems
- learning scenarios
- model selection
- knowledge management
- knowledge representation
- training data
- learning algorithm
- machine learning