Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks.
Parth PadalkarHuaduo WangGopal GuptaPublished in: PADL (2024)
Keyphrases
- logic programming
- convolutional neural networks
- logic programs
- deductive databases
- programming language
- logic programming language
- knowledge representation
- answer set programming
- nonmonotonic reasoning
- convolutional network
- reasoning about actions
- classical logic
- inductive logic programming
- stable models
- knowledge representation and reasoning
- computational logic
- knowledge representation language
- knowledge base
- probabilistic reasoning
- constraint logic programming
- answer sets
- rule base
- background knowledge
- expert systems
- procedural semantics
- databases
- pseudo boolean constraints
- cooperative multi agent