Variational Shapley Network: A Probabilistic Approach to Self-Explaining Shapley values with Uncertainty Quantification.
Mert KetenciIñigo UrteagaVictor Alfonso RodriguezNoémie ElhadadAdler J. PerottePublished in: CoRR (2024)
Keyphrases
- uncertain data
- game theory
- conditional probabilities
- stable marriage
- network structure
- neural network
- decision theory
- computer networks
- probability theory
- partial order
- axiomatic characterization
- probability measures
- network management
- communication networks
- network traffic
- peer to peer
- probabilistic model
- cooperative
- image segmentation
- complex networks
- generative model
- network model
- probability values
- image processing
- social networks