Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation.
Garvita AgarwalLauren HayIa IashviliBenjamin MannixChristine McLeanMargaret MorrisSalvatore RappoccioUlrich SchubertPublished in: CoRR (2020)
Keyphrases
- maximum likelihood
- artificial intelligence
- information retrieval
- expert systems
- case based reasoning
- wave propagation
- knowledge representation
- intelligent systems
- variable selection
- ai methods
- ai systems
- ai community
- part of speech
- causal relationships
- flow field
- expert knowledge
- lecture notes in artificial intelligence
- knowledge representation and reasoning
- human experts
- domain experts
- relevance feedback
- fluid flow
- knowledge base